# Anaconda > Unleash AI Innovation and Value --- ## Pages - [Non-Profit & Research Policy](https://www.anaconda.com/legal/terms/non-profit-research): This page describes Anaconda’s Non-Profit and Research Policy, including eligibility requirements. - [Academic Policy](https://www.anaconda.com/legal/terms/academic): This Academic Policy (this “Policy”) outlines eligibility criteria, benefits, discounting eligibility, and how to sign up for Anaconda’s Academic Program. - [Embedded End Customer Terms](https://www.anaconda.com/legal/terms/embedded): This page describes the terms applicable to use of Anaconda’s Platform and Offerings via our Partner’s solutions. - [Anaconda Terms of Service](https://www.anaconda.com/legal/terms/terms-of-service): The Terms of Service for Anaconda’s different websites, Offerings, and separate products or services provided by Anaconda. - [Website Terms of Use](https://www.anaconda.com/legal/terms/website-terms-of-use): These Terms of Use govern use of Anaconda’s websites. - [Anaconda Events Code Of Conduct](https://www.anaconda.com/legal/terms/events): Events Code of Conduct for all who participate at Anaconda events - [Anaconda Trademark & Brand Guidelines](https://www.anaconda.com/legal/terms/trademark): These Guidelines are designed to ensure proper legal use of the Anaconda Marks and to prevent confusion that can result from improper or illegal usage. - [Anaconda DMCA Policy](https://www.anaconda.com/legal/terms/dmca): Anaconda Digital Millennium Copyright Act Policy (DMCA Policy) - [Acceptable Use Policy](https://www.anaconda.com/legal/terms/acceptable-use): This is the Acceptable Use Policy applicable to the Anaconda Platform. - [Edublocks Terms](https://www.anaconda.com/legal/terms/edublocks): This page details the legal terms applicable to Edublocks.org. - [Anaconda Toolbox in Microsoft Excel](https://www.anaconda.com/legal/terms/toolbox): These terms govern Anaconda Toolbox in Microsoft Excel by Anaconda. - [Anaconda.org Offering Description](https://www.anaconda.com/legal/terms/anaconda-org): This page lists the legal terms applicable to Anaconda.org and community-provided channels at Anaconda.org. - [Miniconda End User License Agreement](https://www.anaconda.com/legal/terms/miniconda): Miniconda End User License Agreement - [Terms and Policies](https://www.anaconda.com/legal/terms): All Anaconda legal terms for your use of our different websites, Offerings, and separate products or services provided by Anaconda. - [Anaconda Legal](https://www.anaconda.com/legal): Access our standard agreements, policies, and terms governing the use of our Platform and Offerings, as well as our Privacy Center and Trust Center. - [Pricing for Individuals and Organizations](https://www.anaconda.com/pricing): Flexible pricing plans that scale with your AI needs. Free, Starter, Business, and Enterprise tiers offer tailored solutions for your data science and ML projects. - [Governance](https://www.anaconda.com/capability/governance): Anaconda’s AI & data science governance allows users to establish clear policies and controls in their data science work. Learn More - [Error Tracking & Logging](https://www.anaconda.com/capability/error-tracking): Anaconda's error tracking capabilities allow users to effectively identify, diagnose, and resolve errors in data science projects. - [Easy Deployment](https://www.anaconda.com/capability/easy-deployment): Reduce your organization's dependency on MLOps and empower your data scientists to innovate at unprecedented speeds. - [Anaconda Assistant](https://www.anaconda.com/capability/anaconda-assistant): With Anaconda Assistant, an AI-powered chatbot, get help writing, analyzing, and debugging code directly in Notebooks. Learn More - [Thank You - Request a demo](https://www.anaconda.com/thank-you/request-a-demo): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Thank You - Accelerate Innovation with the Anaconda AI Platform](https://www.anaconda.com/thank-you/accelerate-ai-innovation-with-anaconda-ai-platform): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Home](https://www.anaconda.com/): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Actionable Insights](https://www.anaconda.com/ai-platform/actionable-insights): Transform raw usage data into actionable insights with Anaconda's analytics system. Track ROI, optimize resources, and make data-driven decisions for your AI initiatives. - [Trusted Distribution](https://www.anaconda.com/ai-platform/trusted-distribution): Streamline your Python package management with Anaconda's secure distribution platform. Enterprise Data Science and AI teams can access validated packages, resolve dependencies, and meet security standards. - [Secure Governance](https://www.anaconda.com/ai-platform/secure-governance): Build securely with enterprise governance, deploy faster with vetted models, and reduce risk with comprehensive security - [Air Gap Capabilities](https://www.anaconda.com/capability/air-gap): Work effectively and safely in a secure environment with Anaconda air gap capabilities. Install offline, manage packages locally, create custom environments, and securely transfer data. Learn More. - [Anaconda AI Platform](https://www.anaconda.com/ai-platform): The Anaconda AI Platform unifies open source governance with documented 119% return on investment, transforming AI development from risk to advantage. - [Careers](https://www.anaconda.com/about-us/careers): Join Anaconda's team shaping the future of AI with open sourceI. Enjoy exceptional benefits, career growth, and a remote-first culture in a diverse, award-winning company. Apply today! - [Gartner®Voice of the Customer: Data Science & ML Platforms](https://www.anaconda.com/lp/gartner-voc-dsml-2025): Explore Peer Insights™ and ratings to guide your enterprise platform selection. Get Report - [Thank You - Tech Talk: CAIO Unplugged](https://www.anaconda.com/thank-you/tech-talk-caio-unplugged): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [NVIDIA GPU powering Remote Runtimes in Anaconda Notebooks](https://www.anaconda.com/lp/gtc-preview): Get free NVIDIA GPU access in Anaconda Notebooks for accelerated data science and AI development. Join our waiting list today to get started. - [Thank You - The Women Illuminating the Path to AI Success](https://www.anaconda.com/thank-you/women-illuminating-path-ai-success): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Education](https://www.anaconda.com/industries/education): Anaconda for Education offers users with academic emails free access to premium features, including tools, resources, and cloud storage to enhance learning. - [Thank You - SODS](https://www.anaconda.com/thank-you/state-of-data-science-2024-sods): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Christian Capdeville](https://www.anaconda.com/blog/author/christian-capdeville): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Blake Rayfield](https://www.anaconda.com/blog/author/blake-rayfield): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Joshua Ebner](https://www.anaconda.com/blog/author/joshua-ebner): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Andrew Sherlock](https://www.anaconda.com/blog/author/andrew-sherlock): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Valerio Maggio](https://www.anaconda.com/blog/author/valerio-maggio): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Timothy Hewitt](https://www.anaconda.com/blog/author/timothy-hewitt): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Tiffany McEachern](https://www.anaconda.com/blog/author/tiffany-mceachern): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Steve Croce](https://www.anaconda.com/blog/author/steve-croce): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Sophia Yang](https://www.anaconda.com/blog/author/sophia-yang): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Shane Kercheval](https://www.anaconda.com/blog/author/shane-kercheval): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Saundra Monroe](https://www.anaconda.com/blog/author/saundra-monroe): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Nanette George](https://www.anaconda.com/blog/author/nanette-george): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Midhat Shahid](https://www.anaconda.com/blog/author/midhat-shahid): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Matt Thornell](https://www.anaconda.com/blog/author/matt-thornell): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Leon Zhou](https://www.anaconda.com/blog/author/leon-zhou): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Julia Tran](https://www.anaconda.com/blog/author/julia-tran): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Joshua Lowe](https://www.anaconda.com/blog/author/joshua-lowe): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Joseph Currenti](https://www.anaconda.com/blog/author/joseph-currenti): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [James Bednar](https://www.anaconda.com/blog/author/james-bednar): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Frank Yang](https://www.anaconda.com/blog/author/frank-yang): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Emilie Lewis](https://www.anaconda.com/blog/author/emilie-lewis): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [David Langer](https://www.anaconda.com/blog/author/david-langer): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Daniel Rodriguez](https://www.anaconda.com/blog/author/daniel-rodriguez): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Chris Styduhar](https://www.anaconda.com/blog/author/chris-styduhar): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Cheng Lee](https://www.anaconda.com/blog/author/cheng-lee): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Chandler Vaughn](https://www.anaconda.com/blog/author/chandler-vaughn): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Andrew Huang](https://www.anaconda.com/blog/author/andrew-huang): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Business Plan](https://www.anaconda.com/pricing/business): Anaconda Business Plan allows your data science, ML, and AI teams to us - [Homepage - 2025](https://www.anaconda.com/homepage): Anaconda simplifies, safeguards, and accelerates open-source AI with a trusted platform, enabling secure scaling, real-time insights, and community collaboration. - [Accessibility](https://www.anaconda.com/accessibility): Learn how Anaconda ensures digital accessibility for all users. Discover our WCAG 2.1 Level AA compliance and commitment to inclusive design. - [Technology Partners](https://www.anaconda.com/partners/technology): Technology partners power up AI workflows by delivering the open-source Python and R platform that simplifies and secures AI, ML, and data science workflows. - [Channel and Services](https://www.anaconda.com/partners/channel-and-services): Join Anaconda’s network of resellers, distributors, referral partners, and services partners — and foster AI innovation through collaboration. - [Become a Partner](https://www.anaconda.com/partners/become-a-partner): Reach 45 million users worldwide and help customers realize Python’s full potential for AI, machine learning, and data science. - [Partners](https://www.anaconda.com/partners): Unlock AI's potential one partnership at a time through the Anaconda Partner Network. Learn about partnership options and how to optimize and showcase your offerings. - [Anaconda Toolbox Updates](https://www.anaconda.com/products/anaconda-toolbox): Anaconda Toolbox for Excel enhances Microsoft Excel with a suite of tools built to make coding in Python even easier. - [Thank You](https://www.anaconda.com/lp/subscription-thank-you): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Security and Compliance](https://www.anaconda.com/security-compliance): Anaconda is ISO 27001 certified and prioritizes security through data encryption, access control, and an organizational commitment to secure practices. - [Topics](https://www.anaconda.com/topics): Read about a wide range of AI, machine learning, and data topics. - [Press](https://www.anaconda.com/press): Read the latest news from Anaconda. - [Guides](https://www.anaconda.com/guides): Get expert information through Anaconda guides for all things AI. - [Anaconda AI Navigator](https://www.anaconda.com/products/ai-navigator): Download and experiment locally with a curated repository of open-source large-language models with Anaconda AI Navigator. - [State of Data Science Report 2024](https://www.anaconda.com/state-of-data-science-report-2024): The 2024 seventh annual State of Data Science and AI survey gathers insights about demographics, use cases, and trends in the data science and AI community. - [Anaconda Learning](https://www.anaconda.com/learning): Learn skills in Python, data visualization, machine learning, artificial intelligence, and more. Code along with course instructors, and develop and save projects. Start today! - [Newsletter](https://www.anaconda.com/newsletter): Be the first to know. Sign up for the Anaconda newsletter to be the first to hear about exciting news and content about artificial intelligence and data science. - [Conda: A Package Manager for Data Science, ML, and AI](https://www.anaconda.com/guides/conda-package-manager-for-data-sciences-ml-and-ai): Discover how Conda simplifies package management for data science, ML, and AI. Learn why it's the easiest way to set up a functional Python environment. - [Jobs](https://www.anaconda.com/about-us/careers/jobs): See open roles across departments and countries.Read job descriptions and learn how to apply to available jobs at Anaconda, the operating system for AI. - [History](https://www.anaconda.com/about-us/history): Anaconda is the birthplace of Python data science. Explore the rich history of people, moments, and milestones that have helped shape our story. - [Anaconda Navigator](https://www.anaconda.com/products/navigator): Work with the packages you want, install in any environment, and run and update them without needing to type conda commands in a terminal window. Learn Mor - [Unlock Generative AI](https://www.anaconda.com/capability/gen-ai): Anaconda's GenAI capabilities leverage advanced ML algorithms to automate and optimize data science workflows, enhancing productivity and accelerating the generation of business insights. Learn More - [On-Demand Infrastructure](https://www.anaconda.com/capability/on-demand-infrastructure): On demand infrastructure enables organizations to effectively leverage compute resources and accelerate innovation. - [Version Control](https://www.anaconda.com/capability/version-control): Anaconda ensures consistency in collaborative environments, managing complex project dependencies and reproducing analysis, and experimental results. Learn More - [Sample projects](https://www.anaconda.com/capability/sample-projects): Unlock data science excellence with ready-to-use sample projects. - [Deploy Inference APIs](https://www.anaconda.com/capability/deploy-inference-apis): APIs integrate AI models into applications, web services, and IT infrastructure and let developers rapidly develop and deploy, protect data, and collaborate. - [Machine Learning](https://www.anaconda.com/capability/machine-learning): Anaconda's machine learning capabilities encompass a diverse array of algorithms and tools, empowering users to build, train, and deploy sophisticated models. - [Team Collaboration](https://www.anaconda.com/capability/team-collaboration): Avoid Duplication of Efforts and Misalignment of Priorities. Effective team collaboration is essential for leveraging expertise, sharing knowledge, and maintaining organized data science workflows. Learn More - [Sourcing Solutions](https://www.anaconda.com/solutions/source): Avoid security headaches by downloading from a single, trusted source. From datasets to pre-built AI models, Anaconda is your go-to for sourcing. - [Deploy](https://www.anaconda.com/solutions/deploy): Simple, Streamlined Deployments. Build business value faster by creating advanced visualization dashboards, one-click deployment models, and dashboards and models on the edge. Learn More - [Build Solutions for AI](https://www.anaconda.com/solutions/build): Build robust, secure AI pipelines with tools tailored for any team size. Leverage the power of open-source software behind best-in-class security features. - [Data Management Solutions](https://www.anaconda.com/capability/data-management): Anaconda offers the all-in-one data management solution, integrating acquisition, analysis, and collaboration through a comprehensive suite of tools and libraries. - [Source Secure Data and Models](https://www.anaconda.com/products/models): Decrease risk and increase productivity with Anaconda’s repository of curated, rigorously tested, and verified data and models. - [On-Prem LLM](https://www.anaconda.com/products/on-premises-llm): Anaconda provides on-premises deployment options for LLMs, enabling organizations to securely host and utilize these powerful AI models within their own infrastructure - [Package Security Manager](https://www.anaconda.com/products/package-security-manager): Anaconda's Package Security Manager presents a holistic and forward-thinking approach to managing package security within data science and machine learning environments. Learn More - [Resource Management](https://www.anaconda.com/capability/resource-management): Optimize, customize, and scale your machine learning operations to meet the demands of your organization with Anaconda Resource Management solutions. Learn More - [Visualization](https://www.anaconda.com/capability/visualization): Anaconda can bridge the gap between your data science and IT teams. Get MLops workflows that drive value from your AI initiatives - [Secure Package Management](https://www.anaconda.com/capability/secure-package-management): Secure Open Source Software. Implement robust security tools and practices to protect your organization keeping you on the forefront of technological solutions. - [Reproducibility](https://www.anaconda.com/capability/reproducibility): Anaconda fosters AI reproducibility by offering version control and dependency management, ensuring consistent environments for model development and deployment - [Machine Learning Operations](https://www.anaconda.com/capability/machine-learning-operations): Bridge the gap between your Data Science and IT teams. Operationalize machine learning workflows and drive value from your AI initiatives. - [Capability](https://www.anaconda.com/capability): Jumpstart your AI projects, create reproducible results, or fine-tune your security governance program. Anaconda offers a wide range of capabilities to meet your needs. Learn More - [Dashboards](https://www.anaconda.com/capability/dashboards): Discover the top agentic AI tools, key features to look for, and best practices for developing and deploying AI agents for your organization. - [Notebooks: Data Science in Your Browser](https://www.anaconda.com/products/notebooks): Notebooks allow anyone, anywhere to spin up powerful data science projects directly from your browser, with all the packages and computing power you need. - [Cloud Suite](https://www.anaconda.com/products/cloud-suite): Access an AI assistant and seamless application deployment capabilities and other tools for creating and implementing your own applications effortlessly. - [Application Deployment](https://www.anaconda.com/capability/application-deployment): Anaconda streamlines app deployment by providing tools for packaging and distributing data science applications, ensuring seamless deployment across different environments and platforms - [Technology](https://www.anaconda.com/industries/technology): Anaconda enables AI by providing solutions to build applications for risk management, algorithmic trading, and customer insights. Learn more - [Manufacturing](https://www.anaconda.com/industries/manufacturing): Explore how Anaconda’s solutions can help enhance efficiency, quality control, and innovation for smarter, more sustainable manufacturing. Learn more - [Healthcare](https://www.anaconda.com/industries/healthcare): Discover developing AI in healthcare with Anaconda to improve patient care, and operational efficiency, and ensure data privacy in the medical field. Learn more - [Government](https://www.anaconda.com/industries/government): Explore AI solutions for government agencies to enhance public services, ensure data security, and drive operational efficiency with Anaconda. - [Financing](https://www.anaconda.com/industries/financial-services): Anaconda enables AI for financial services and banks by providing solutions to build applications for risk management, algorithmic trading, and customer insights. Learn more - [Industry Solutions for AI Transformation](https://www.anaconda.com/industries): Explore how Anaconda is transforming industries worldwide, including the fields of healthcare, financial services, government, manufacturing, and technology. - [Talk to an Expert](https://www.anaconda.com/talk-to-an-expert): Learn how Anaconda enables enterprise open-source AI innovation with a platform designed to support compliance, security, and governance requirements. - [Leveraging AI for Enterprise Success: Insights for Leaders](https://www.anaconda.com/guides/leveraging-ai-for-enterprise-success): AI offers unprecedented opportunities for enterprise organizations. We created this guide to be a handy reference about opportunities, challenges, and best practices of AI for enterprise. - [State of Data Science 2023 Report](https://www.anaconda.com/lp/state-of-data-science-report-2023): For the 6th consecutive year, our State of Data Science survey surfaces insights on the demographics of the data science community, use cases across industries, and AI trends. - [Selecting an Enterprise Platform for Python and Open Source](https://www.anaconda.com/guides/selecting-an-enterprise-platform-for-python-and-open-source-a-checklist-for-buyers): Learn what to consider when choosing an enterprise platform for collaborating and building powerful applications for AI, data science, and machine learning. - [Professional License SMB](https://www.anaconda.com/checkout/professional-license-smb): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Professional License SME](https://www.anaconda.com/checkout/professional-license-sme): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Data Science Security](https://www.anaconda.com/resources/guide/how-to-implement-an-oss-governance-program-for-data-science-security): Learn what to watch out for when downloading open-source packages and how to establish a governance program to get more models into production. - [Enterprise ML](https://www.anaconda.com/resources/report/state-of-data-science-2019): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Software Supply Chain](https://www.anaconda.com/software-supply-chain): Anaconda security experts identify unique risk areas and provide recommended recommendations to enhance the security of your open-source software supply chain. - [Definitive Guide to AI Platforms](https://www.anaconda.com/guides/definitive-guide-to-ai-platforms): Explore top open-source tools and use cases across industries. Act strategically to empower practitioners and teams to build, deploy, and maintain secure AI solutions. - [Go-To-Market Resources: Partners](https://www.anaconda.com/partner-brand-kit): The go-to-market kit includes assets, collateral, and guidelines for adding Anaconda to your partner directory, enable your sales teams, and engage your audience. - [Tools for Practitioners](https://www.anaconda.com/practitioner-tools): Jumpstart your data science journey and master the foundations of our data-driven world with tools like cloud-hosted notebooks, and an interactive development environment. - [Professional Services](https://www.anaconda.com/professional-services): Partner with Anaconda Professional Services for lasting AI success. Our Python experts average 14+ years of experience to accelerate your data science initiatives. Get started today. - [FAQ](https://www.anaconda.com/faq): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Employee Benefits](https://www.anaconda.com/about-us/careers/benefits): At Anaconda, we put employees first and want to ensure the security, safety, and well-being of our staff. Check out the benefits you will receive after you join the team. - [Career Growth](https://www.anaconda.com/about-us/careers/career-growth): Our commitment to inclusion and transparency starts on day zero with a clear, consistent interview process and continues with career tracks and growth opportunities. - [Diversity, Equity, and Inclusion](https://www.anaconda.com/about-us/careers/diversity): Diverse teams get better outcomes, so we don’t settle for less when it comes to building them. Our DEI group supports diversity and inclusion as a company-wide priority. - [Open Source](https://www.anaconda.com/open-source): We are proud to distribute and contribute to a variety of open-source projects. Technologies for Data Science - [Schedule a Demo](https://www.anaconda.com/request-a-demo): Schedule a demo to learn how Anaconda enables enterprise open-source innovation with a platform designed to support compliance, security, and governance requirements. - [Leadership Team](https://www.anaconda.com/about-us/leadership): Anaconda's executive team includes best in class product and operational leaders, and is focused on scaling Anaconda to new heights. - [Free Download](https://www.anaconda.com/download): Download Anaconda's open-source Distribution today. Discover the easiest way to perform Python/R data science and machine learning on a single machine. - [Webinars](https://www.anaconda.com/resources/webinar): Power up your AI, machine learning, and data science projects with tutorials, product walkthroughs, productivity tips, and other webinars from Anaconda. - [Videos](https://www.anaconda.com/resources/video): Power up your AI, machine learning, and data science projects with tutorials, product walkthroughs, productivity tips, and videos from Anaconda. - [Reports](https://www.anaconda.com/resources/report): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Infographics](https://www.anaconda.com/resources/infographic): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Whitepapers](https://www.anaconda.com/resources/whitepaper): Gain insights into artificial intelligence, data science, machine learning, and open source software, with whitepapers and thought leadership from Anaconda. - [Case Studies](https://www.anaconda.com/resources/case-study): Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - [Podcasts](https://www.anaconda.com/resources/podcast): Numerically Speaking: The Anaconda Podcast. Get insights about data science and the people that make it happen. Learn about AI, ML, and the numbers that shape our world. - [AI Resource Center](https://www.anaconda.com/resources): Stay on the leading edge of AI learning with webinars, podcasts, videos, and whitepapers covering the data science, machine learning, and industry topics you need. - [Blog](https://www.anaconda.com/blog): Leading-edge insights into AI, data science, and machine learning, plus productivity tips and industry news, from Anaconda's blog. - [Contact Us](https://www.anaconda.com/contact): Find the plan that's right for you by contacting the Anaconda sales team. Learn how to contact Support, and get contact info for Anaconda. - [Events](https://www.anaconda.com/events): Join us at an event near you or online. Meet the Anaconda team and find the products and services to solve your AI and data science challenges. - [Our Open-Source Commitment](https://www.anaconda.com/our-open-source-commitment): Anaconda has supported open-source innovation and project maintenance in the form of employee time, direct donations, event sponsorships, and more. Learn More - [About Anaconda](https://www.anaconda.com/about-us): Sitting at the center of the AI revolution, Anaconda empowers our customers and community with data science tools, MLOps, and data management to propel projects forward. - [IT](https://www.anaconda.com/it-admins): IT Admins, learn how to stop vulnerabilities, not workflows. - [Solutions for Practitioners](https://www.anaconda.com/practitioners): Moving from idea to solution involves a complex network of dependencies and environments and can delay business insights. Anaconda simplifies that complexity. - [Enterprise Plan](https://www.anaconda.com/enterprise): Unlock data's business value faster, with thousands of multi-platform, multi-language open-source packages curated and secured by Python experts, with the Enterprise plan. --- --- ## Posts --- # # Detailed Content ## Pages ### Non-Profit & Research Policy > This page describes Anaconda’s Non-Profit and Research Policy, including eligibility requirements. - Published: 2025-05-29 - Modified: 2025-06-02 - URL: https://www.anaconda.com/legal/terms/non-profit-research Home / Legal Effective Date: July 15, 2025 Table of Contents Definitions Eligibility Criteria Program Benefits Program Participation Process Program Term and Conditions As part of Anaconda's deep and ongoing commitment to our communities, Anaconda, Inc. ("Anaconda") is proudly committed to supporting Eligible Non-Profit and Research Organizations in their mission by providing discounted access to the Anaconda Platform through its Non-Profit and Research Program (the "Program"). This Non-Profit and Research Policy (the "Policy") outlines eligibility criteria, benefits, application process, and terms governing participation in the Program. 1. Definitions Capitalized terms used but not defined in this Policy shall have the meanings given to them in Anaconda's Terms of Service. 2. Eligibility Criteria 2. 1 Eligible Non-Profit and Research OrganizationsTo qualify for Anaconda's Non-Profit and Research Program, the organization you are using the Anaconda Platform or Offerings on behalf of must meet one of the following criteria to be considered an Eligible Non-Profit or Research Organization: An "Eligible Non-Profit or Research Organization" means: A 501(c)(3) or equivalent nonprofit organization in good standing and with annual revenue under $1 billion USD;  An internationally recognized nonprofit or charitable organizations in good standing under their respective national laws (such as registered charities, foundations, associations, and NGOs) with annual revenue under $1 billion USD; A research organization with annual revenue under $1 billion USD, including any entity, group, or institution primarily engaged in conducting, funding, or disseminating research, analysis, or studies; A healthcare organization with annual revenue under $1 billion USD;  A non-profit organization that... --- ### Academic Policy > This Academic Policy (this “Policy”) outlines eligibility criteria, benefits, discounting eligibility, and how to sign up for Anaconda’s Academic Program. - Published: 2025-05-29 - Modified: 2025-06-03 - URL: https://www.anaconda.com/legal/terms/academic Home / Legal Effective Date: July 15, 2025 Table of Contents Definitions Eligibility Criteria Program Benefits Program Participation Process Program Term and Conditions Anaconda, Inc. ("Anaconda") recognizes the vital role academic institutions play in developing the next generation of open-source developers and code-environment thought leaders. To support this mission, Anaconda is proud to provide individuals who are using Anaconda's Platform and Offerings on behalf of or in association with an Eligible Academic Institution with free access to the Anaconda Platform through registration and participation in the Anaconda for Education Program (the “Program”). This Academic Policy (this "Policy") sets forth the eligibility criteria, benefits, application process, and terms governing participation in the Program. 1. Definitions Capitalized terms used but not defined in this Policy have the meanings given to them in Anaconda's Terms of Service. 2. Eligibility Criteria 2. 1 Eligible Academic InstitutionsTo qualify for the Program, the organization you are using the Anaconda Platform or Offerings on behalf of must meet the following criteria to be designated as an Eligible Academic Institution: An "Eligible Academic Institution" means an organization that is accredited as a college, university, or other higher education institution by a recognized national, regional, or local agency, including but not limited to: The U. S. Department of Education (or any successor agency); The Council for Higher Education Accreditation; The Council of International Schools; or Other equivalent accreditation organizations.   2. 2 Verification of EligibilityAnaconda reserves the right to verify your organization’s eligibility for the Program. Upon request from... --- ### Embedded End Customer Terms > This page describes the terms applicable to use of Anaconda’s Platform and Offerings via our Partner’s solutions. - Published: 2025-05-29 - Modified: 2025-05-30 - URL: https://www.anaconda.com/legal/terms/embedded Home / Legal Effective Date: July 15, 2025 Table of Contents Definitions Use Of The Anaconda Platform And Offerings End Customer's Responsibilty: Restrictions Partner Solution Termination And Suspension By downloading, installing, or using the Anaconda Platform or any Offering through a Partner Solution, you ("End Customer") agree to be bound by these Embedded End Customer Terms (the "Supplemental Terms"), which amend and are incorporated into the Anaconda Terms of Service ("Terms"), solely with regard to the Anaconda Platform and Offerings hosted and provided by Anaconda, Inc. ("Anaconda") through a Partner Solution. These Supplemental Terms, together with the Terms, as applicable, govern all integrations to and from the Anaconda Platform and Offerings. In the event of any inconsistency between the Terms and these Supplemental Terms, these Supplemental Terms shall prevail with respect to your use of the Anaconda Platform and Offerings through a Partner Solution. By downloading, installing, or using the Anaconda Platform or any Offering through a Partner Solution, End Customer represents and affirms that End Customer has read, understands, and agrees to be legally bound by and comply with these Supplemental Terms. If End Customer does not agree with these Supplemental Terms, End Customer is not authorized to use the Anaconda Platform or any Offering in any manner through a Partner Solution. NOTWITHSTANDING THE FOREGOING, IF END CUSTOMER HAS NEGOTIATED A SEPARATE COMMERCIAL AGREEMENT WITH ANACONDA, WHICH GOVERNS END CUSTOMER'S USE OF THE ANACONDA PLATFORM OR OFFERINGS, THE TERMS AND CONDITIONS OF THESE SUPPLEMENTAL TERMS SHALL SUPERSEDE THE TERMS... --- ### Anaconda Terms of Service > The Terms of Service for Anaconda’s different websites, Offerings, and separate products or services provided by Anaconda. - Published: 2025-05-29 - Modified: 2025-06-04 - URL: https://www.anaconda.com/legal/terms/terms-of-service Home / Legal Effective Date: July 15, 2025 Table of Contents When You Can Use The Platform For Free Mechanics of These Terms Use of The Platform & Offerings Use of Specific Offerings Users Maintenance, End of Life and Beta Offerings Artificial Intelligence Data, Privacy and Security Your Content Third Party Content Support Ordering Process; Delivery Fees & Billing Terms, Termination & Suspension No Warranty; Platform Provided "AS-IS" Ownership & Intellectual Property Confidential Information Indemnification Limitation of Liability General Provisions Definitions The plain-language summaries provided in italics throughout these Terms of Service are for readability only. They are not legally binding, are not legal advice, and do not replace the full legal terms. In case of any conflict between the summaries and the actual terms, the full legal terms will control.   These Terms of Service (“Terms”) are between you and Anaconda, Inc. and its Affiliates (“Anaconda”). By accessing or using the Anaconda Platform or Offerings , you agree to these Terms on behalf of yourself or, if applicable, your employer or another entity. If you accept these Terms using a work or organizational email address, or otherwise on behalf of an entity, you represent and warrant that you have the authority to bind that entity to these Terms. In that case, “you” or “your” means that entity and its Users. By clicking on the “Agree” (or similar button or checkbox) that is presented to you at the time of placing an Order, or by using, downloading, installing, or accessing... --- ### Website Terms of Use > These Terms of Use govern use of Anaconda’s websites. - Published: 2025-05-28 - Modified: 2025-05-30 - URL: https://www.anaconda.com/legal/terms/website-terms-of-use Home / Legal Effective Date: July 15, 2025 Table of Contents Anaconda and Third Party Content Your Content Account Your Use of the Website Feedback Links and References Disclaimer of Warranties Limitation of Liability & Indemnity Trademarks Compliance with Law Waiver, Severability, and Precedence Jurisdiction Copyright Notice and Takedown Process Anaconda, Inc. or its affiliated companies and subsidiaries (collectively, "Anaconda") operate this website ("Website"). This Website may provide you with access to a variety of web pages, documents, software, services, images, graphics, audio, video, forums, discussion groups, blogs, and other content ("Content"). By accessing or logging into the Website, you agree to these website terms of use (the “Terms”). Anaconda may revise these terms at any time. Your continued use of the Website after any such revisions have been published constitutes your agreement to the revised terms. If you do not agree to these terms, do not use the Website. Personal data collected when you access and use the Website will be processed by Anaconda in accordance with the Anaconda Privacy Notice. For more information on the types of personal data collected on the Website, how Anaconda handles your personal data and other related topics, please see the Anaconda Privacy Notice, which is incorporated here by reference. For the avoidance of doubt, these Terms do not control or govern your use of Anaconda products or services, Please visit the anaconda. com/legal page to see the applicable agreement(s) related to your use of Anaconda products and services. 1. Anaconda and Third... --- ### Anaconda Events Code Of Conduct > Events Code of Conduct for all who participate at Anaconda events - Published: 2025-05-28 - Modified: 2025-05-30 - URL: https://www.anaconda.com/legal/terms/events Home / Legal Effective Date: July 15, 2025 Table of Contents Purpose Scope and Applicability Expected Behavior Consequences of unacceptable Behavior Reporting Unacceptable Behavior Liability/Media Waiver Anaconda, Inc. (“Anaconda”) is committed to providing safe and welcoming environments for all who participate in Anaconda Events. Anaconda prohibits and will not tolerate any form of harassment, bullying, or discrimination. Together, we can ensure that Anaconda Events support free expression and exchange of scientific ideas in environments that are positive and productive for all. Purpose Anaconda has established this Event Code of Conduct (the “Code”) to serve as a guideline for the professional conduct of anyone attending or participating in an Anaconda Event, as well as the consequences for unacceptable behavior. We expect you to follow this Code so that you and other Participants can enjoy the Event responsibly and with respect for the rights of others. Failure to abide by this Code is subject to corrective action and sanctions, including refused admission, ejection, banishment, and other penalties consistent with this Code. Scope And Applicability The Code applies to all attendees (including Anaconda personnel), media representatives, speakers, exhibitors, sponsors, staff, contractors, volunteers, organizers, and other guests (collectively referred to as “Participants”) of official Anaconda programs, conferences, events, meetings, social gatherings, and other activities held, sponsored, or affiliated with Anaconda (each an “Event”). By attending any Anaconda Event, you agree to abide by this Code. Expected Behavior Treat each other well. Every Participant has a right to enjoy their experience without fear of harassment... --- ### Anaconda Trademark & Brand Guidelines > These Guidelines are designed to ensure proper legal use of the Anaconda Marks and to prevent confusion that can result from improper or illegal usage. - Published: 2025-05-28 - Modified: 2025-05-30 - URL: https://www.anaconda.com/legal/terms/trademark Home / Legal Effective Date: July 15, 2025 Table of Contents Guidelines Overview The Anaconda Marks & Required Notices General Use Guidelines Contact Information The Anaconda, Inc. (“Anaconda”) trademarks, service marks, logos and designs, as well as other works of authorship that are eligible for copyright protection (collectively, “Marks”), and the goodwill they represent, are among Anaconda’s most valuable assets. To safeguard them, Anaconda has posted these Trademark and Brand Guidelines (“Guidelines”) to assist you in properly using our Marks in the specific cases that we permit. The strength of our Marks depends, in part, upon consistent and appropriate use. We ask that you properly follow these Guidelines and use and credit our Marks strictly in accordance with these Guidelines. We reserve the right to change these Guidelines at any time and solely at our discretion. 1. Guidelines Overview The requirements set forth in these Guidelines are general. Authorized partners and licensees may be subject to additional restrictions that are not set forth in these Guidelines. If you are a partner or a licensee of Anaconda, please consult your agreement for any additional requirements applicable to your use of our Marks. If you are a Licensee but have not been provided with special guidelines for usage of Anaconda Marks, then these Guidelines apply to your usage of Anaconda Marks. In the event of a conflict between the applicable agreement and these Guidelines, the terms of the agreement will control. These Guidelines are designed to ensure proper legal use of the... --- ### Anaconda DMCA Policy > Anaconda Digital Millennium Copyright Act Policy (DMCA Policy) - Published: 2025-05-28 - Modified: 2025-05-30 - URL: https://www.anaconda.com/legal/terms/dmca Home / Legal Effective Date: July 15, 2025 Table of Contents Infringement Notification For Allegedly Infringing Materials Counter Notification Account Termination Pursuant to the Digital Millennium Copyright Act (“DMCA”) (17 U. S. C. § 512), Anaconda, Inc. (“Anaconda”) has implemented procedures for responding to clear written notification of claimed copyright infringements as set forth herein. This page describes the information that should be present in these notices. It is designed to make submitting notices of alleged infringement to Anaconda as straightforward as possible while reducing the number of notices that we receive that are fraudulent or difficult to understand or verify. The form of notice specified below is consistent with the form suggested by the DMCA (the text of which can be found at the U. S. Copyright Office website, http://www. copyright. gov), but Anaconda will respond to notices of this form from other jurisdictions as well. Regardless of whether Anaconda may be liable for such infringement under local country law or United States law, Anaconda's response to these notices may include removing or disabling access to material claimed to be the subject of infringing activity and/or terminating subscribers. If Anaconda removes or disables access in response to such a notice, Anaconda will make a good faith attempt to contact the owner or administrator of the affected site or content so that they may make a counter notification. Anaconda may also document notices of alleged infringement on which we act. A. Infringement Notification For Allegedly Infringing Materials To file a... --- ### Acceptable Use Policy > This is the Acceptable Use Policy applicable to the Anaconda Platform. - Published: 2025-05-28 - Modified: 2025-05-30 - URL: https://www.anaconda.com/legal/terms/acceptable-use Home / Legal Effective Date: July 15, 2025 Table of Contents Definitions Enforcement Updates What is Prohibited By This Policy Inactive Accounts Reporting Violations Appeal and Reinstatement At Anaconda, Inc. (“Anaconda”), our mission is to empower individuals with data literacy, enabling them to ask better questions and make informed decisions. To maintain a productive and seamless experience across our Offerings, including all content provided, published, distributed, or transmitted by Anaconda through our Offerings, we require responsible use from our Users. This Acceptable Use Policy (“Policy”) is an integral part of our Terms of Service (“TOS”) and outlines the behaviors and activities that are considered misuse or abuse of our sites and services. By using Anaconda’s Offerings, you agree to adhere to this Policy. Use good judgment, act responsibly, and treat others with respect so that together, we can foster a positive and innovative community. Definitions. A capitalized definition that is not defined in this Section shall have the meaning attributed to it in Section 1 (Definitions) the Anaconda Terms of Service. Enforcement. Anaconda reserves the right to remove content or restrict access to our services if we determine that any activity violates the spirit or intent of this Policy, even if it is not explicitly prohibited. In other words, if conduct appears to be abusive, harmful, or disruptive—regardless of whether it is specifically listed here—we may take appropriate action. Updates. This Policy may be updated periodically. Updates will become effective as specified in the revised Policy or 30 days after... --- ### Edublocks Terms > This page details the legal terms applicable to Edublocks.org. - Published: 2025-05-28 - Modified: 2025-05-30 - URL: https://www.anaconda.com/legal/terms/edublocks Home / Legal Effective Date: July 15, 2025 Table of Contents Terms Applicability and Term Customer Content and Accounts Data, Privacy & Security Acceptable Use and Responsibility for Classroom Users Ownership & Intellectual Property Confidential Information No Warranty Indemnification Limitation of Liability Termination & Suspension Export Control General Provisions Definitions The plain-language summaries provided in italics throughout these Terms of Service are for readability only. They are not legally binding and do not replace the full legal terms. In case of any conflict between the summaries and the actual terms, the full legal text will control. These summaries are not legal advice. PLEASE READ THESE EDUBLOCKS TERMS OF SERVICE (THE "TERMS") CAREFULLY BEFORE ACCESSING OR USING (COLLECTIVELY, "USE" OR "USING") THE EDUBLOCKS WEBSITE OR SERVICES (THE "EDUBLOCKS SERVICES"). BY USING THE EDUBLOCKS SERVICES, YOU SIGNIFY YOUR ASSENT TO AND ACCEPTANCE OF THESE TERMS AND ACKNOWLEDGE YOU HAVE READ AND UNDERSTAND THESE TERMS. IF YOU ARE AN INDIVIDUAL ACTING ON BEHALF OF A SCHOOL OR OTHER ENTITY, YOU REPRESENT THAT YOU HAVE THE AUTHORITY TO ENTER INTO THESE TERMS ON BEHALF OF THAT ENTITY. 1. Terms Applicability and Term When these Terms apply and how long they last. a. Terms Applicability. These Terms govern Your use of the EduBlocks Services. These Terms are between Anaconda, Inc. on behalf of itself and its Affiliates ("EduBlocks") and: (i) you, if you are an individual using the EduBlocks Services; or (ii) the school or other entity you are acting on behalf of if you... --- ### Anaconda Toolbox in Microsoft Excel > These terms govern Anaconda Toolbox in Microsoft Excel by Anaconda. - Published: 2025-05-28 - Modified: 2025-05-30 - URL: https://www.anaconda.com/legal/terms/toolbox Home / Legal Effective Date: July 15, 2025 Table of Contents Anaconda Toolbox Description Anaconda Assistant Visualization Tools, Data Connectors, and Anaconda Code Anaconda Toolbox Pre-Released Offerings Acceptable Use Policy Intellectual Property Anaconda Packages Privacy and Data Collection Support No Warranty Limitation of Liability Third-Party Content Definations This Offering Description describes Anaconda Toolbox in Microsoft Excel (hereinafter the "Toolbox"). Your use of the Toolbox is governed by this Offering Description, and the Anaconda Terms of Service (the "Terms", available at www. anaconda. com/legal/terms/terms-of-service), collectively the "Agreement" between you ("You") and Anaconda, Inc. ("We" or "Anaconda"). In the event of a conflict, the order of precedence is as follows: 1) this Offering Description; 2) if applicable, a Custom Agreement; and 3) the Terms if no Custom Agreement is in place. Capitalized terms used in this Offering Description and/or the Order not otherwise defined herein, including in Section 13 (Definitions), have the meaning given to them in the Terms or Custom Agreement, as applicable. Anaconda may, at any time, terminate this Agreement and the license granted hereunder if you fail to comply with any term of this Agreement. Anaconda reserves all rights not expressly granted to you in this Agreement. Anaconda Toolbox Description The Toolbox allows Users to utilize various Anaconda-developed tools, including Anaconda Assistant, within the Microsoft Excel application. These terms complement the existing Anaconda Terms of Service, Anaconda Acceptable Use Policy, and Microsoft Terms and Conditions regarding Python in Excel. While utilizing the Toolbox, Users are subject to both Anaconda's... --- ### Anaconda.org Offering Description > This page lists the legal terms applicable to Anaconda.org and community-provided channels at Anaconda.org. - Published: 2025-05-28 - Modified: 2025-05-30 - URL: https://www.anaconda.com/legal/terms/anaconda-org Home / Legal Effective Date: July 15, 2025 Table of Contents Relationship to Anaconda Platform Terms Anaconda Channels VS. Community Channels License Grant Third-Party Content Your Content and Responsibilities Anaconda’s Intellectual Property No Warranty and Limited Liability Data and Privacy Indemnification  Termination General The plain-language summaries provided in italics throughout this Offering Description are for readability only. They are not legally binding and do not replace the full legal terms. In case of any conflict between the summaries and the actual terms, the full legal text will control. These summaries are not legal advice. This Offering Description describes Anaconda. org (hereinafter "Anaconda. org"). Your use of Anaconda. org is governed by this Offering Description, and the Anaconda Terms of Service (the "Terms", available at www. anaconda. com/legal/terms/terms-of-service), collectively the "Agreement" between you ("You") and Anaconda, Inc. ("We" or "Anaconda"). In the event of a conflict, the order of precedence is as follows: 1) this Offering Description and 2) the Terms. Capitalized terms used in this Offering Description and/or the Order not otherwise defined herein, have the meaning given to them in the Terms. Anaconda may, at any time, terminate this Agreement and the license granted hereunder if you fail to comply with any term of this Agreement. Anaconda reserves all rights not expressly granted to you in this Agreement. These Anaconda. org terms are between you and Anaconda, Inc. ("Anaconda"). By accessing or using Anaconda. org, you agree to this Offering Description on behalf of yourself or, if applicable, your... --- ### Miniconda End User License Agreement > Miniconda End User License Agreement - Published: 2025-05-28 - Modified: 2025-05-30 - URL: https://www.anaconda.com/legal/terms/miniconda Home / Legal Effective Date: July 15, 2025 Copyright Notice: Miniconda® © 2015, Anaconda, Inc.   All rights reserved. Miniconda® is licensed, not sold.   Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: 1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer; 2. Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution;  3. The name Anaconda, Inc. or Miniconda® may not be used to endorse or promote products derived from this software without specific prior written permission from Anaconda, Inc. ; and  4. Miniconda® may not be used to access or allow third parties to access Anaconda package repositories if such use would circumvent paid licensing requirements or is otherwise restricted by the Anaconda Terms of Service. DISCLAIMER: THIS SOFTWARE IS PROVIDED BY ANACONDA “AS IS” AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE , AND NON-INFRINGEMENT ARE DISCLAIMED. IN NO EVENT SHALL ANACONDA BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)... --- ### Terms and Policies > All Anaconda legal terms for your use of our different websites, Offerings, and separate products or services provided by Anaconda. - Published: 2025-05-28 - Modified: 2025-06-03 - URL: https://www.anaconda.com/legal/terms Home / Legal This page provides a breakdown of relevant legal terms for your use of our different websites, Offerings, and separate products or services provided by Anaconda. All Offering Descriptions  These terms are for specific features, applications, or add-ons (“Offerings”) that you may have access to as part of the Anaconda Platform. Your use of these Offerings are optional, and when you decide to use them, these terms will apply in addition to the Terms of Service. OfferingWhen these terms applyLinkAnaconda Toolbox for Excel When you choose to use Anaconda Toolbox for ExcelRead NowEmbedded End User License AgreementWhen you are accessing the Platform or Offerings through one of our authorized Partners’ solutionsRead NowAcademic End User License AgreementWhen you are using Anaconda on behalf of an Eligible Academic Institution. Read NowNon-Profit and Research End User License AgreementWhen you are using Anaconda on behalf of an Eligible Non-Profit and Research Organization. Read NowAnaconda. orgThese terms apply to you when you use Anaconda. org. Read Now Separate Terms These terms apply to standalone products or services from Anaconda, and do not fall under the Anaconda Terms of Service. Product or ServiceWhen these terms applyLinkEdublocksThese terms apply to you when you sign up for or use Edublocks (edublocks. org). Read NowMiniconda End User License Agreement (EULA)These terms apply to you when you use Anaconda. org. Read NowPythonAnywhereThese terms apply to you when you sign up for or use PythonAnywhere (pythonanywhere. com). Read Now All Policies These policies apply to all of Anaconda’s Platform, Offerings,... --- ### Anaconda Legal > Access our standard agreements, policies, and terms governing the use of our Platform and Offerings, as well as our Privacy Center and Trust Center. - Published: 2025-05-28 - Modified: 2025-06-03 - URL: https://www.anaconda.com/legal Legal Information Home Welcome to Anaconda’s Legal Page. Here, you can access our standard agreements, policies, and terms governing the use of our Platform and Offerings, as well as our Privacy Center and Trust Center. Terms of Service Information about the legal agreements governing your use of Anaconda software products, including rights, restrictions, and obligations. Learn More Academic Institutions Details about eligibility requirements and special considerations for educational institutions using Anaconda for teaching and research. Learn More Research & Non-Profits Details about eligibility requirements for free use and special considerations for Research & Non-Profit Organizations using Anaconda. Learn More Privacy Center Information about our data collection practices, your privacy rights, and how we protect your information in compliance with global regulations. Learn More Trust Center Overview of our security frameworks, compliance certifications, and risk management procedures that safeguard your data and applications. Learn More All Terms & Policies  A complete collection of Anaconda's legal documents, usage guidelines, and compliance requirements for all platform users. Learn More Frequently Asked Questions Create your account and start centralizing your software supply chain right away with access to our professional repository and tokenized user access controls. Users in your organization gain access to our cloud-hosted Anaconda Notebooks—a fully loaded, configured, and ready-to-code interactive development environment that runs on any browser and any system. Also check out Anaconda Learning, where you can access on-demand training to upskill in data science, Python, data visualization, machine learning, and more. Simply create your free Anaconda Cloud account. Get... --- ### Pricing for Individuals and Organizations > Flexible pricing plans that scale with your AI needs. Free, Starter, Business, and Enterprise tiers offer tailored solutions for your data science and ML projects. - Published: 2025-05-13 - Modified: 2025-06-05 - URL: https://www.anaconda.com/pricing Home Plans and Pricing Flexible pricing plans that scale with your AI needs Use of Anaconda’s Offerings at an organization of more than 200 employees requires a Business license. For more information, see our full Terms of Service. Free $0 For the individual practitioner who needs a basic workspace Start for Free Basic workspace for the student or practitioner 5G for shareable, cloud-hosted notebooks Thousands of curated packages Anaconda Assistant Recommended Starter $15 month/user For the individual practitioner or small team that requires more features Get Started Free for academic accountsUp to 15 seats (16+ Contact sales) EVERYTHING IN FREE, PLUS: Better workspace for the academic or practitioner 10GB for shareable, cloud-hosted notebooks On-demand training courses Business $50 month/user For organizations that need robust features and capabilities Get Started Annual subscription plan
up to 15 seats (16+ Contact sales) EVERYTHING IN STARTER, PLUS: Open-source software supply chain security tools Curated vulnerability data Enterprise Single Sign-On with Directory Sync Advanced collaboration, and governance tools Custom Custom For organizations that need custom capabilities beyond our existing plans Contact Sales Tailored pricing to help you scale, innovate, and deliver value faster. Free $0 For the individual practitioner who needs a basic workspace Get Started Basic workspace for the student or practitioner 5GB for shareable, cloud-hosted notebooks 30 Anaconda Assistant Requests Recommended Starter $15 month/user For the individual practitioner or small team that requires more features Get Started Free for academic accounts Learn More EVERYTHING IN FREE, PLUS: 10GB shareable, cloud-hosted notebooks 60 Anaconda Assistant Requests... --- ### Governance > Anaconda’s AI & data science governance allows users to establish clear policies and controls in their data science work. Learn More - Published: 2025-05-13 - Modified: 2025-05-29 - URL: https://www.anaconda.com/capability/governance Home / Capability AI Governance Establish clear policies and controls in your data science and AI projects. Get a Demo Mitigate Risk with Automated Governance Controls Enterprises need support in ensuring data integrity, maintaining data privacy, and establishing clear oversight for their projects. Data management Maintain a comprehensive record of data provenance to ensure data quality and integrity. Accountability Define clear user and admin roles and permissions for access control and decision making. Efficiency and effectiveness Define roles and permissions to streamline your workflow and reduce duplication of efforts. Regulatory compliance support Use built-in security features, encryption mechanisms, and audit trails to support compliance with regulatory requirements, such as GDPR, HIPAA, and CCPA. Learn More About Open Source Governance Why OSS Security Should be Your Top Priority Learn about data science and AI governance using open-source software. Learn More Building an OSS Governance Program What to consider when building out an enterprise-level governance program. Learn More Open Source Growth at Anaconda in 2025 Anaconda’s investment in open source is helping to shape the future of computational tools for everyone Learn More The AI Imperatives of 2025 Three key AI imperatives and risks for organizations looking to thrive in this new era of AI Learn More --- ### Error Tracking & Logging > Anaconda's error tracking capabilities allow users to effectively identify, diagnose, and resolve errors in data science projects. - Published: 2025-05-13 - Modified: 2025-05-21 - URL: https://www.anaconda.com/capability/error-tracking Home / Capability Error Tracking & Logging Effectively identify, diagnose, and resolve errors in data science projects. Get a Demo Efficiently View and Trace Errors and Logs Quickly identify and diagnose issues with a centralized and streamlined troubleshooting experience. Enable continuous improvement practices to create a robust, reproducible, and auditable data science pipeline. Centralized Logging Capture, record, and store logs, metrics, and exceptions across data science workflows for streamlined analysis in a centralized hub. Monitoring Track errors and exceptions in real-time, promptly identifying and addressing issues. Integration Seamlessly integrate with popular logging and error tracking services to leverage existing tools for efficient error tracking and logging. Automation Streamline processes, reduce manual effort, and boost efficiency in your data science journey. Additional Resources The Ultimate Guide to Open-Source Security with Python & R Discover best practices for securing your open-source supply chain. Learn More Security Practices Learn more about how Anaconda provides top-tier security for your teams. Learn More Secure by Design Learn how conda signature verification ensures your software supply chain trustworthiness and security. Learn More --- ### Easy Deployment > Reduce your organization's dependency on MLOps and empower your data scientists to innovate at unprecedented speeds. - Published: 2025-05-13 - Modified: 2025-05-29 - URL: https://www.anaconda.com/capability/easy-deployment Home / Capability Easy Deployment Deploy your Machine Learning and AI projects with just one click.   Get a Demo Mitigate Risk with Automated Governance Controls Enterprises need support in ensuring data integrity, maintaining data privacy, and establishing clear oversight for their projects. Improved Agility Accelerate innovation and agility in your data science projects. Empower your data scientists with rapid model iteration and experimentation, propelling their projects forward faster. Faster Time-to-Market Simplified model deployment enables you to achieve a faster time-to-market and rapidly deliver value to your stakeholders. Reduced Dependency Reduce your dependency on DevOps teams, empower your data scientists to drive progress autonomously. Cost Savings Optimize your model deployment to achieve significant cost savings with our streamlined approach that reduces the need for extensive DevOps involvement, extra infrastructure, and ongoing maintenance. Unlock efficiency and value for your organization effortlessly. Model Deployment Tools Get a robust set of tools and frameworks for deploying your ML models into production environments. Get out-of-the-box solutions for building interactive applications. Containerization Encapsulate your models into lightweight and portable containers. Ensure uniform deployment across diverse environments and platforms, enhancing the consistency and efficiency of your models. --- ### Anaconda Assistant > With Anaconda Assistant, an AI-powered chatbot, get help writing, analyzing, and debugging code directly in Notebooks. Learn More - Published: 2025-05-13 - Modified: 2025-06-06 - URL: https://www.anaconda.com/capability/anaconda-assistant Home / Capability Anaconda Assistant With Anaconda Assistant, an AI-powered chatbot, get help writing, analyzing, and debugging code directly in Notebooks. Create Account Talk to an Expert Do it All with Your AI Assistant Quick and easy conversations Interact with state-of-the-art AI models; pose questions, ask for code examples, or clarify concepts directly within your Notebook Generate code that runs in your notebook Get code that runs seamlessly within your environment Code explanation and improvement Select a piece of code and have the Assistant explain its functionality, add comments to aid understanding, or suggest improvements for optimization Automated visualizations Generate code for plotting data in DataFrames, offering multiple plotting ideas to choose from and providing an engaging visual representation of your data Insightful data analysis  Identifies useful data within DataFrames and offers insights into why that data might be significant for your project, helping you make informed decisions Package recommendations Transform your command line experience with AI-powered assistance that provides intelligent error resolution (in private beta) Leverage the Anaconda Ecosystem Seamlessly integrate AI Assistant into data science and AI workflows Integration Seamlessly integrate AI Assistant into your data science journey with tools, APIs, and an ecosystem that facilitates collaboration. Model Interpretability Build interpretable ML models with libraries like scikit-learn and TensorFlow. Uncover the 'why' behind predictions and boost transparency by providing explanations for insights generated by Anaconda Assistant.   Data Quality Management Effortlessly manage data quality with libraries like pandas and NumPy, to tackle missing values, outliers, and inconsistencies, ensuring... --- ### Thank You - Request a demo > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-05-13 - Modified: 2025-05-20 - URL: https://www.anaconda.com/thank-you/request-a-demo Thank you for your interest in the Anaconda AI Platform! You will get an email or call from an Anaconda team member to coordinate a time to schedule a demo. Thank You! Thank you for your interest in the Anaconda AI Platform! You will get an email or call from an Anaconda team member to coordinate a time to schedule a demo. You May Also Be Interested In Generative AI in Action A comprehensive guide to real-world generative AI use cases. Get eBook The State of Enterprise Open-Source AI Actionable insights into the opportunities and challenges of open-source AI. Get Report Selecting an Enterprise Platform for Python and Open Source Learn the top features to look for in an enterprise platform. Get the Checklist From Idea to Innovation Access all the tools for AI development and collaboration. Learn more (function { "use strict"; function closest(el, selector) { var matchesSelector = el. matches || el. webkitMatchesSelector || el. mozMatchesSelector || el. msMatchesSelector; while (el) { if (matchesSelector. call(el, selector)) { return el; } else { el = el. parentElement; } } return null; } function validateUnits(units) { var i = new Image; i. style. width = units; return i. style. width; } function closeOverlay { removeEventListeners; var overlays = document. getElementsByClassName("lookbook-overlay"); if (overlays. length > 0) { for (var i = 0; i < overlays. length; i += 1) { overlays. parentNode. removeChild(overlays); } } var queryParamsWithoutOverlayUrl = window. location. search. split("&"). filter(function (query) { return query. indexOf("overlay_url=") == -1 }).... --- ### Thank You - Accelerate Innovation with the Anaconda AI Platform > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-05-13 - Modified: 2025-05-13 - URL: https://www.anaconda.com/thank-you/accelerate-ai-innovation-with-anaconda-ai-platform Thank you for registering. You will receive a confirmation email with a link to the webinar. Resources The Total Economic Impact (TEI) of Anaconda Forrester Consulting examines the potential ROI enterprises may realize by deploying Anaconda. Read Study The State of Enterprise Open-Source AI Actionable insights into the opportunities and challenges of open-source AI. Get Report Excellence in AI Innovation: Anaconda 2025 Artificial Intelligence Excellence Awards by The Business Intelligence Group. Read More Anaconda is Reshaping Data Science & ML Platforms 2024 Gartner® Voice of the Customer for Data Science and Machine Learning Platforms report. Read More (function { "use strict"; function closest(el, selector) { var matchesSelector = el. matches || el. webkitMatchesSelector || el. mozMatchesSelector || el. msMatchesSelector; while (el) { if (matchesSelector. call(el, selector)) { return el; } else { el = el. parentElement; } } return null; } function validateUnits(units) { var i = new Image; i. style. width = units; return i. style. width; } function closeOverlay { removeEventListeners; var overlays = document. getElementsByClassName("lookbook-overlay"); if (overlays. length > 0) { for (var i = 0; i < overlays. length; i += 1) { overlays. parentNode. removeChild(overlays); } } var queryParamsWithoutOverlayUrl = window. location. search. split("&"). filter(function (query) { return query. indexOf("overlay_url=") == -1 }). join("&"); window. history. pushState({}, window. document. title, window. location. origin + window. location. pathname + queryParamsWithoutOverlayUrl ); } function closeOverlayOnClick { closeOverlay; } function closeOverlayOnBackgroundClick(event) { if (event. target. id === "lookbook-overlay-mask") { closeOverlay; } } function closeOverlayOnEscape(event) { event = event... --- ### Home > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-05-13 - Modified: 2025-06-03 - URL: https://www.anaconda.com/ Advance AI with Clarity and Confidence Simplify, safeguard, and accelerate AI value with open source. Sign Up for Free Get a Demo ANACONDA AI PLATFORM The Only Unified AI Platform for Open Source Trusted distribution, simplified workflows, real-time insights, and governance controls you need to elevate practitioner productivity to save your organization time, money, and risk. Trusted Distribution The choice and customization to build your way with an expansive and curated selection of verified packages, artifacts, and models that just work. Learn More Secure Governance Effectively manage open source risk with embedded enterprise-gradegovernance, user management, and permissions. Learn More Actionable Insights Make better decisions with insights, predictive models & workflows, usage data, and recommendation engines. Learn More // auto play tabs document. addEventListener('DOMContentLoaded', function { const hubTabs = document. querySelectorAll('. hub-tab'); const tabGraphics = document. querySelectorAll('. tab-graphic'); let currentIndex = 0; function switchTab(index) { const tabId = hubTabs. getAttribute('data-tab'); hubTabs. forEach(function (t) { t. classList. remove('is-active'); }); hubTabs. classList. add('is-active'); tabGraphics. forEach(function (graphic) { graphic. classList. remove('active'); }); document. getElementById(tabId). classList. add('active'); } function autoPlayTabs { switchTab(currentIndex); currentIndex = (currentIndex + 1) % hubTabs. length; } // Start autoplay setInterval(autoPlayTabs, 3800); // Switch every 5 seconds // Allow manual switching hubTabs. forEach(function (tab, index) { tab. addEventListener('click', function { currentIndex = index; // Update current index to match manual selection switchTab(index); }); }); }); // Manual tab switching // document. addEventListener('DOMContentLoaded', function { // const hubTabs = document. querySelectorAll('. hub-tab'); // const tabGraphics = document. querySelectorAll('. tab-graphic'); // hubTabs. forEach(function... --- ### Actionable Insights > Transform raw usage data into actionable insights with Anaconda's analytics system. Track ROI, optimize resources, and make data-driven decisions for your AI initiatives. - Published: 2025-05-13 - Modified: 2025-05-15 - URL: https://www.anaconda.com/ai-platform/actionable-insights Home / AI Platform Actionable Insights Actionable Insights: Transform Data into Strategic Value Gain visibility into data science workflows with analytics that reveal usage patterns, identify bottlenecks, and quantify the impact of AI investments Discover Platform Insights Make Informed Decisions with Data-Driven Insights Granular Risk Assessment Get detailed insights into vulnerabilities and implement efficient and impactful mitigation strategies Security Compliance Monitor policy adherence and generate audit trails that simplify regulatory compliance reporting Package Intelligence Gain visibility into which packages are most utilized across your organization to guide standardization Transform Raw Data into Strategic Intelligence Error Tracking and Logging Centralized error tracking across workflows to identify and resolve issues faster with real-time monitoring Discover More Package Auditing Track package usage, identify vulnerabilities, and generate audit logs to ensure compliance Dive Deeper Governance Use audit trails to support compliance with regulatory requirements, such as GDPR, HIPAA, and CCPA Learn More Accelerate Your AI Initiatives Transform your approach to AI with data-driven insights that reveal hidden opportunities and quantify business impact. Get a Demo Actionable Insights FAQs Anaconda's telemetry system collects anonymized usage data about package installation and usage, environment configurations, security policy enforcement, and resource utilization. This data is collected with strict privacy controls and is used to provide organizations with valuable insights into their AI development workflows. Telemetry data provides unprecedented visibility into how AI resources are being utilized across your organization. This enables more effective governance by identifying security risks, tracking compliance with organizational policies, optimizing resource allocation, and quantifying... --- ### Trusted Distribution > Streamline your Python package management with Anaconda's secure distribution platform. Enterprise Data Science and AI teams can access validated packages, resolve dependencies, and meet security standards. - Published: 2025-05-13 - Modified: 2025-05-19 - URL: https://www.anaconda.com/ai-platform/trusted-distribution Home / AI Platform Trusted Distribution The Foundation for Secure AI Development Build AI applications confidently using our secure Python package ecosystem, with thousands of validated packages, dependency management, and security controls Get a Demo Explore Our Trusted Distribution Accelerate AI Development with Trusted Open Source Validated Package Repository Build enterprise solutions with thousands of secure, Anaconda-curated packages Reduced Vulnerability Exposure Automated policy filters catch open-source vulnerabilities before application deployment Enterprise Policy Compliance Ensure packages meet your organization’s security requirements with customizable policy enforcement Air-Gapped Environment Support Maintain compliance in regulated environments with offline functionality and secure update mechanisms Enterprise-Grade Secure Python Package Management Secure Package Repository Access public packages and private repositories with security scanning and vulnerability detection Explore Packages Vulnerability Management Monitor open source vulnerabilities across components with detailed reporting and remediation guidance Discover More Deployment Flexibility Deploy your way across cloud, on-premises, containerized, air-gapped, and hybrid environments Explore Deployment Compliance Framework Ensure organizational compliance and regulatory requirements with configurable package policy enforcement Manage Governance Unlock the Full Potential of Open Source Join the 95% of Fortune 500 companies that leverage the security, speed, and scale of Anaconda’s trusted open source distribution to turn their AI strategy from vision to reality. Schedule a consultation to see how our platform can deliver ROI for your organization. Get a Demo Anaconda Trusted Distribution FAQs Anaconda Trusted Distribution provides comprehensive security through automated vulnerability assessment of all packages, detailed reporting on security issues with remediation guidance, and policy enforcement to ensure... --- ### Secure Governance > Build securely with enterprise governance, deploy faster with vetted models, and reduce risk with comprehensive security - Published: 2025-05-13 - Modified: 2025-05-19 - URL: https://www.anaconda.com/ai-platform/secure-governance Home / AI Platform Secure Governance Enterprise-Grade Protection for AI Initiatives Deploy AI with confidence using a secure framework that protects models, data, and workflows while enabling regulatory compliance Enhance Your AI Security Build AI Securely With Enterprise Controls Trusted Artifacts Access vetted packages and AI artifacts, enabling visibility to address vulnerabilities while accelerating development Vulnerability Scanning Comprehensive vulnerability scanning packages, dependencies, and environments Automated Security Policies Define and enforce custom security policies, tailored to your compliance standards License Filtering Ensure adherence to open-source license compliance and filter out non-compliant licenses Regulatory Compliance Support Built-in security features support compliance with GDPR, HIPAA, and CCPA requirements Enterprise-Grade Security Python Package Management Trusted Distribution More than 4,000 vetted Python packages, complete with dependency management and security controls Access Our Distribution AI Governance Establish clear policies and controls across your data science and AI projects Discover More Secure package management Curated collections of premium courses for students, data professionals, and anyone using Python Dive Deeper Accelerate your AI initiatives Join the thousands of organizations that have accelerated their AI initiatives with Anaconda’s AI Platform. Experience the power of a secure, unified platform for all your data science and AI workflows. See How It Works Accelerate Your AI Initiatives Join the thousands of organizations that have accelerated their AI initiatives with Anaconda’s AI Platform. Experience the power of a secure, unified platform for all your data science and AI workflows. Get a Demo Secure Governance FAQs Anaconda provides comprehensive vulnerability scanning for all the... --- ### Air Gap Capabilities > Work effectively and safely in a secure environment with Anaconda air gap capabilities. Install offline, manage packages locally, create custom environments, and securely transfer data. Learn More. - Published: 2025-05-13 - Modified: 2025-05-21 - URL: https://www.anaconda.com/capability/air-gap Home Capability Air-Gapped Environment Capabilities Work effectively and safely in a secure environment Get a Demo Air-Gapping for Security Secure your air-gapped environments with Anaconda's robust solutions that enhance security while enabling agility, faster deployment, and cost savings. Install offline Set up your requirements without the need for internet access. Manage packages locally Always have local access to your libraries and packages. Create custom environments Tailor your environments to your specific needs. Securely transfer data Protect sensitive data during transit between systems. Additional Resources Package Security Manager self-paced course Take the Course Air gap environment preparation Learn More Mirroring in an air-gapped environment Learn More Additional Resources Package Security Manager self-paced course Take the Course Air gap environment preparation Learn More Mirroring in an air-gapped environment Learn More --- ### Anaconda AI Platform > The Anaconda AI Platform unifies open source governance with documented 119% return on investment, transforming AI development from risk to advantage. - Published: 2025-05-13 - Modified: 2025-06-05 - URL: https://www.anaconda.com/ai-platform Home Anaconda AI Platform Securely Accelerate AI Innovation Standardize, secure, and scale AI initiatives with a comprehensive platform that transforms open source complexity into enterprise-grade competitive advantage Get a Demo Build AI Faster and Securely With Open Source Build Once, Run Anywhere Avoid vendor lock-in with cloud-agnostic flexibility that supports your environment strategy Scale Governance Controls Balance security compliance with innovation velocity through enterprise-grade permissions Eliminate Fragmentation Streamline workflows with one unified platform that enables collaboration across teams and projects Enterprise-Grade Security Reduce security incidents by up to 60% with comprehensive vulnerability scanning and automated security policies Realize Measurable ROI Organizations implementing the Anaconda AI Platform achieve 119% ROI over three years “Anaconda really is a bloodline, if you will, of the data science practice for my company. It enables development tools, statistical modeling, and package management, ensuring dependencies among packages with correct updates. ” PYTHON TECHNOLOGY LEAD, INDUSTRIAL COMPANY Anaconda AI Platform Now Available on AWS Marketplace Deploy the Anaconda AI Platform into your existing AWS infrastructure Visit AWS Marketplace Additional AI Platform Resources Introducing the Anaconda AI Platform Unifying open source AI development with trusted distribution, security controls, & insights to deliver 119% ROI. Learn More Top 14 Enterprise AI Use Cases in 2025 Insights to help you identify how AI can drive value and innovation within your business Discover More Anaconda Recognized for Excellence in AI Innovation The Business Intelligence Group has recognized our platform in the Human-machine interaction – Product category Read Now Anaconda AI Platform... --- ### Careers > Join Anaconda's team shaping the future of AI with open sourceI. Enjoy exceptional benefits, career growth, and a remote-first culture in a diverse, award-winning company. Apply today! - Published: 2025-04-17 - Modified: 2025-05-22 - URL: https://www.anaconda.com/about-us/careers Build the Future and Advance AI With Open Source at Anaconda Join the team that's helping organizations simplify, safeguard, and accelerate their AI initiatives at scale. The award-winning Anaconda AI Platform provides a trusted ecosystem that powers innovation worldwide. See All Positions Life at Anaconda We're not just a company; we empower organizations and builders to solve and innovate with data, inspiring breakthroughs that shape the future: Transform the world: Contribute to building a platform used by millions around the world. Drive responsible innovation: Help organizations reduce risk and fully embrace AI. Create measurable impact: Your work directly contributes to helping organizations drive value with AI. Diversity and Inclusion We believe that diverse perspectives drive innovation, equity creates opportunity, and inclusion helps everyone thrive. At Anaconda, we’re committed to building a culture where all kinds of people belong—because that’s how we create better products and serve our 50M users and community members. Career Growth: Scale Your Impact Career Mapping Discover clear pathways with transparent milestones and competencies necessary to reach career goals. Safari Program Explore different departments and expand your expertise. Personalized Career Plans Develop skills that empower you to advance both our mission and your career. What Our Team Has to Say Pioneers of Data Science “I am very proud and excited to be working at Anaconda; I feel we are shaping the next generation of artificial intelligence and machine learning. We at Anaconda are true pioneers with what we are building in the data science ecosystem — we... --- ### Gartner®Voice of the Customer: Data Science & ML Platforms > Explore Peer Insights™ and ratings to guide your enterprise platform selection. Get Report - Published: 2025-04-11 - Modified: 2025-04-21 - URL: https://www.anaconda.com/lp/gartner-voc-dsml-2025 Gartner® Voice of the Customer: Data Science & ML Platforms Explore Peer Insights™ and ratings to guide your enterprise platform selection With the surging demand for AI solutions, including generative AI, finding the right DSML platform is crucial for managing the complexity of data, models, and infrastructure that power scalable AI products.   The Gartner Voice of the Customer report for Data Science and Machine Learning Platforms synthesizes 1,331 verified user reviews to categorize eligible vendors into four quadrants based on User Interest and Adoption, and Overall Experience. This essential report provides: Unbiased insights from enterprise users across various industries and regions Detailed vendor performance ratings across product capabilities, sales experience, deployment, and support User ratings and willingness to recommend rates across 12 platforms Gartner, Voice of the Customer for Data Science and Machine Learning Platforms, Peer Contributors, 29 November 2025 GARTNER is a registered trademark and service mark, and PEER INSIGHTS is a trademark and service mark, of Gartner, Inc. and/or its affiliates in the U. S. and internationally and are used herein with permission. All rights reserved. Gartner Peer Insights content consists of the opinions of individual end users based on their own experiences with the vendors listed on the platform, should not be construed as statements of fact, nor do they represent the views of Gartner or its affiliates. Gartner does not endorse any vendor, product or service depicted in this content nor makes any warranties, expressed or implied, with respect to this content, about its accuracy or... --- ### Thank You - Tech Talk: CAIO Unplugged > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-03-18 - Modified: 2025-03-18 - URL: https://www.anaconda.com/thank-you/tech-talk-caio-unplugged Tech Talk: CAIO Unplugged Join us for an exclusive Tech Talk with Anaconda’s Chief AI and Innovation Officer and Co-founder, Peter Wang. In this interactive Q&A session, Peter shares expert insights on Python, AI, and the latest industry trends while answering key questions from participants. The discussion is moderated by Javvi Joyce Ferrer, Lifecycle Marketing Manager at Anaconda.   Don’t miss this opportunity to learn directly from a leading AI expert! (function { "use strict"; function closest(el, selector) { var matchesSelector = el. matches || el. webkitMatchesSelector || el. mozMatchesSelector || el. msMatchesSelector; while (el) { if (matchesSelector. call(el, selector)) { return el; } else { el = el. parentElement; } } return null; } function validateUnits(units) { var i = new Image; i. style. width = units; return i. style. width; } function closeOverlay { removeEventListeners; var overlays = document. getElementsByClassName("lookbook-overlay"); if (overlays. length > 0) { for (var i = 0; i < overlays. length; i += 1) { overlays. parentNode. removeChild(overlays); } } var queryParamsWithoutOverlayUrl = window. location. search. split("&"). filter(function (query) { return query. indexOf("overlay_url=") == -1 }). join("&"); window. history. pushState({}, window. document. title, window. location. origin + window. location. pathname + queryParamsWithoutOverlayUrl ); } function closeOverlayOnClick { closeOverlay; } function closeOverlayOnBackgroundClick(event) { if (event. target. id === "lookbook-overlay-mask") { closeOverlay; } } function closeOverlayOnEscape(event) { event = event || window. event; var isEscape = false; if ("key" in event) { isEscape = event. key === "Escape" || event. key === "Esc"; } else {... --- ### NVIDIA GPU powering Remote Runtimes in Anaconda Notebooks > Get free NVIDIA GPU access in Anaconda Notebooks for accelerated data science and AI development. Join our waiting list today to get started. - Published: 2025-03-13 - Modified: 2025-06-02 - URL: https://www.anaconda.com/lp/gtc-preview / NVIDIA GPU powering Remote Runtimes in Anaconda Notebooks Register for private preview access to develop and run Jupyter notebooks with GPU Runtimes powered by NVIDIA. Access enterprise-grade GPUs through Anaconda Notebooks. Run CUDA accelerated packages on any hardware by leveraging Remote Runtimes Remote access to high-performance NVIDIA GPUs from any device Seamless integration with Anaconda’s package management Join waiting list for FREE GPU We’ll contact you shortly with instructions on how to get started, and how to make the most of Anaconda Notebooks NVIDIA GPU powering Remote Runtimes in Anaconda Notebooks Register for private preview access to develop and run Jupyter notebooks with GPU Runtimes powered by NVIDIA. Access enterprise-grade GPUs through Anaconda Notebooks. Run CUDA accelerated packages on any hardware by leveraging Remote Runtimes Remote access to high-performance NVIDIA GPUs from any device Seamless integration with Anaconda’s package management Join waiting list for FREE GPU We’ll contact you shortly with instructions on how to get started, and how to make the most of Anaconda Notebooks --- ### Thank You - The Women Illuminating the Path to AI Success > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-03-11 - Modified: 2025-03-12 - URL: https://www.anaconda.com/thank-you/women-illuminating-path-ai-success The Women Illuminating the Path to AI Success Join Forrester analyst Brandon Purcell and women tech leaders as they share proven strategies for building organization-wide AI capabilities. This discussion offers practical insights for accelerating AI adoption while ensuring responsible implementation. Key learnings include: Building trust and drive AI literacy across teams through collaborative learning networks Bridging technical-business gaps with structured knowledge sharing and governance Creating scalable frameworks for AI education and skill development Transforming organizational culture to support sustainable AI innovation In honor of International Women's Day, we are offering all webinar attendeesexclusive access to our learning platform free for 30 days! To claim this special offer, create an account and use the following code at checkout: IWDACCESS. Claim Your 30-Day Free Offer! (function { "use strict"; function closest(el, selector) { var matchesSelector = el. matches || el. webkitMatchesSelector || el. mozMatchesSelector || el. msMatchesSelector; while (el) { if (matchesSelector. call(el, selector)) { return el; } else { el = el. parentElement; } } return null; } function validateUnits(units) { var i = new Image; i. style. width = units; return i. style. width; } function closeOverlay { removeEventListeners; var overlays = document. getElementsByClassName("lookbook-overlay"); if (overlays. length > 0) { for (var i = 0; i < overlays. length; i += 1) { overlays. parentNode. removeChild(overlays); } } var queryParamsWithoutOverlayUrl = window. location. search. split("&"). filter(function (query) { return query. indexOf("overlay_url=") == -1 }). join("&"); window. history. pushState({}, window. document. title, window. location. origin + window. location. pathname + queryParamsWithoutOverlayUrl... --- ### Education > Anaconda for Education offers users with academic emails free access to premium features, including tools, resources, and cloud storage to enhance learning. - Published: 2025-02-12 - Modified: 2025-06-09 - URL: https://www.anaconda.com/industries/education Industries Education Anaconda for Education: Accelerate Your AI Learning Get free AI courses, storage, and tools — premium features all at no cost, with academic access to the Anaconda Starter plan. Create a free account using your academic email address. Sign Up for Free Unlock AI in Higher Education for Free AI Navigator Install and interact with cutting-edge LLMs and other AI models — while working locally, so your data stays secure. Learn More Anaconda Assistant Get help writing, analyzing, and debugging code directly in Notebooks with this AI-powered chatbot. Learn More Notebooks Start coding immediately and share dashboards and projects with stakeholders from the browser. Learn More Anaconda Learning Advance your knowledge and career by learning in-demand skills with a full catalog of on-demand learning courses. Learn More Empowering Users Across Academia Students Manage and share notebooks easily and leverage extra compute for coursework and studies. Research Scientists Leverage Anaconda for research projects and publications. Educators Bring Anaconda into course and workshop learning materials. Empowering Users with AI for Education Students Manage and share notebooks easily and leverage extra compute for coursework and studies. Learn More Research Scientists Leverage Anaconda for research projects and publications. Learn More Educators Bring Anaconda into course and workshop learning materials. Learn More What’s Included Products and ToolsIncludedAnaconda DistributionAnaconda NavigatorAnaconda AI AssistantPublic Package RepositoryAnaconda Learning: Full Course CatalogCloud Notebooks with increased storage and computeApp publishing with Panel Want to help inform the features we build for education? Take Our Survey We want to hear... --- ### Thank You - SODS > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-17 - Modified: 2025-05-20 - URL: https://www.anaconda.com/thank-you/state-of-data-science-2024-sods Thank you for registering! Download SODS Report Got a minute? Learn something new! Generative AI in Action A comprehensive guide to real-world generative AI use cases. Get eBook The State of Enterprise Open-Source AI Actionable insights into the opportunities and challenges of open-source AI. Get Report Selecting an Enterprise Platform for Python and Open Source Learn the top features to look for in an enterprise platform. Get the Checklist From Idea to Innovation Access all the tools for AI development and collaboration. Learn more (function { "use strict"; function closest(el, selector) { var matchesSelector = el. matches || el. webkitMatchesSelector || el. mozMatchesSelector || el. msMatchesSelector; while (el) { if (matchesSelector. call(el, selector)) { return el; } else { el = el. parentElement; } } return null; } function validateUnits(units) { var i = new Image; i. style. width = units; return i. style. width; } function closeOverlay { removeEventListeners; var overlays = document. getElementsByClassName("lookbook-overlay"); if (overlays. length > 0) { for (var i = 0; i < overlays. length; i += 1) { overlays. parentNode. removeChild(overlays); } } var queryParamsWithoutOverlayUrl = window. location. search. split("&"). filter(function (query) { return query. indexOf("overlay_url=") == -1 }). join("&"); window. history. pushState({}, window. document. title, window. location. origin + window. location. pathname + queryParamsWithoutOverlayUrl ); } function closeOverlayOnClick { closeOverlay; } function closeOverlayOnBackgroundClick(event) { if (event. target. id === "lookbook-overlay-mask") { closeOverlay; } } function closeOverlayOnEscape(event) { event = event || window. event; var isEscape = false; if ("key" in event) { isEscape... --- ### Christian Capdeville > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/christian-capdeville / Anaconda Blog/ Director of Product Marketing (Previous) Biography Christian was the Director of Product Marketing at Anaconda. He focuses on data science, AI, and open-source software and has spent years building out the product marketing and content functions at start-ups from seed to Series B funding. He has a Master of Science degree in analytics from Georgia Institute of Technology as well as a Master of Business degree from University of Houston.   --- ### Blake Rayfield > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/blake-rayfield / Anaconda Blog/ External SME Biography Blake is an Assistant Professor of Finance at the University of North Florida, with a demonstrated history of working in the higher education industry. He holds an M. S. in Financial Economics and a Ph. D. in Financial Economics from The University of New Orleans. He has published in several peer-reviewed journals, including the Journal of Financial Research, Quarterly Review of Economics and Finance, and the Review of Behavioral Finance, among others.   --- ### Joshua Ebner > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/joshua-ebner / Anaconda Blog/ External SME Biography Joshua is the Founder and Chief Data Scientist at Sharp Sight, a data science trading company. Before founding Sharp Sight, Joshua did data science and analytics at Apple, Bank of America, and other Fortune 500 firms. He has a degree in physics from Cornell University.   --- ### Andrew Sherlock > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/andrew-sherlock / Anaconda Blog/ External SME Biography Andrew is the Director of Data-Driven Manufacturing at the National Manufacturing Institute Scotland and Professor of Practice at the University of Strathclyde. His career, both in academia and industry, has focused on the application of AI, data science, and search techniques to design and manufacturing. --- ### Valerio Maggio > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/valerio-maggio / Anaconda Blog/ Sr. Developer Advocate (Previous) Biography Valerio was a Sr. Developer Advocate at Anaconda. Valerio is a data scientist who frequently presents at conferences and is a fellow at the Software Sustainability Institute. He has a Ph. D. in computational science.   --- ### Timothy Hewitt > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/timothy-hewitt / Anaconda Blog/ Sr. Product Manager Biography Timothy is a Sr. Product Manager at Anaconda where he oversees the AI Augmentation team building the next generation of AI agents. Timothy has worked as a linguist, a software and AI engineer, and a research scientist.   --- ### Tiffany McEachern > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/tiffany-mceachern / Anaconda Blog/ Sr. Product Marketing Manager Biography Tiffany is a Sr. Product Marketing Manager for B2B at Anaconda. She currently leads product launches for Python in Excel, Anaconda Toolbox, and Anaconda Code, among others. She has an MBA from the University of Tampa and regularly volunteers for a number of community organizations in Tampa. --- ### Steve Croce > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/steve-croce / Anaconda Blog/ VP, Product Management Biography Steve is the SVP of Product Management at Anaconda. He oversees the vision, product management, and user experience teams for Anaconda's SaaS and local development tools. He has an MBA and Master of Science degree, both from MIT. --- ### Sophia Yang > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/sophia-yang / Anaconda Blog/ Developer Relations (Previous) Biography Sophia was a Sr. Data Scientist at Anaconda. A developer advocate, Sophia was involved in product launches as well as Anaconda Learning courses. She has a Ph. D. in educational psychology, a Master’s in statistics, and a Master’s in computer science, all from the University of Texas at Austin. --- ### Shane Kercheval > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/shane-kercheval / Anaconda Blog/ Sr. Machine Learning Engineer Biography Shane is a Sr. Machine Learning Engineer at Anaconda, where he primarily supports the AI Augmentation team in building out AI agents, LLMs, and the Anaconda Assistant. He has worked as a software engineer, analyst, and data scientist. Shane holds an MBA from Eastern Washington University and is currently pursuing a Master’s in computer science from Georgia Institute of Technology. --- ### Saundra Monroe > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/saundra-monroe / Anaconda Blog/ Senior Director of Product Management Biography Saundra is the VP of Product at Anaconda, where she leads a team of product owners and developers. With extensive experience in IT, marketing, and product management, she has been with Anaconda for over five years, overseeing key product offerings, including the flagship repository, Package Security Manager. --- ### Nanette George > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/nanette-george / Anaconda Blog/ Product Marketing Manager (Previous) Biography Nanette was a Product Marketing Manager at Anaconda. She has 15 years of experience with product and content marketing for complex B2B technology solutions. She previously worked as a speechwriter in the U. S. Senate and is a beekeeper and archery instructor.   --- ### Midhat Shahid > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/midhat-shahid / Anaconda Blog/ External SME Biography Midhat is the VP of Product Management at IBM Data and AI. --- ### Matt Thornell > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/matt-thornell / Anaconda Blog/ Sr. Account Executive Biography Matt is a Sr. Account Executive, Enterprise Sales at Anaconda, where he has worked for almost the company’s entire history. Matt focuses on supporting AI customers as well as working with the Professional Services team for custom projects and support. He has a Master of Science in Technology Commercialization from Texas McCombs School of Business. --- ### Leon Zhou > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/leon-zhou / Anaconda Blog/ Principal Product Manager Biography Leon is a Principal Product Manager at Anaconda, where he leads work on Anaconda AI Navigator. He specializes in generative AI and deep learning, and delivers AI products for developers and enterprises. Leon holds a Ph. D. in electrical engineering from Rensselaer Polytechnic Institute as well as an MBA from the University of California, Berkeley. --- ### Julia Tran > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/julia-tran / Anaconda Blog/ Product Marketing Manager, B2B (Previous) Biography Julia was a Sr. Product Marketing Manager, B2B at Anaconda. Her experience includes open-source software, DevSecOps, AI, machine learning, cybersecurity, fintech, and data science industries. She won a Pacemaker Award from the National Scholastic Press Association as well as a Gold Crown from Columbia University Scholastic Press Association. --- ### Joshua Lowe > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/joshua-lowe / Anaconda Blog/ Team Lead, EduBlocks Biography Joshua is the EduBlocks Team Lead at Anaconda. He has spent the last eight years focused on empowering the next generation of Python developers and Data Scientists. In 2016, he founded EduBlocks, a drag-and-drop coding platform. It was acquired by Anaconda in 2023. He completed a level 3 apprenticeship in computer software engineering through BCS, The Chartered Institute for IT. --- ### Joseph Currenti > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/joseph-currenti / Anaconda Blog/ Director, Customer Experience Biography Joseph is the Director of Customer Experience at Anaconda, where he oversees the Technical Account Management team. Joseph has 20 years of experience in industries including tech, finance, healthcare, government, and education. He began his career by founding Digital Net Solutions LLC, an IT firm dedicated to providing technology solutions to small and medium-sized businesses. Joseph is also a talented musician and music aficionado and holds an MBA from Centenary University --- ### James Bednar > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/james-bednar / Anaconda Blog/ Director of Professional Services Biography Jim is the Director of Professional Services at Anaconda where he works with commercial and government clients to improve Python software for visualizing and analyzing large and complex datasets. He holds an M. A. and Ph. D. in Computer Science from the University of Texas, along with degrees in Electrical Engineering and Philosophy. He has published more than 50 papers and books about the visual system and software development and founded the HoloViz. org ecosystem of open-source Python tools for data visualization. --- ### Frank Yang > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/frank-yang / Anaconda Blog/ Principal Solutions Architect Biography Frank is a Principal Solutions Architect at Anaconda, where he has worked for over ten years. Sitting on the customer success team, Frank supports technical projects for enterprise customers. He has a Master’s degree in software engineering from Golden Gate University. --- ### Emilie Lewis > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/emilie-lewis / Anaconda Blog/ Product Content Manager (Previous) Biography Emilie was a Product Content Manager at Anaconda. She has worked in the AI space for the past five years and is an experienced content strategist and community manager and published academic. She is also a DEIA speaker and educator with a Master’s in Gender and Cultural Studies. She’s a guest instructor for HubSpot Academy. --- ### David Langer > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/david-langer / Anaconda Blog/ External SME Biography David is a data science and analytics instructor who educates across the machine learning, AI, and data science space. In 2020 he founded Dave on Data and offers consulting and training services. He has worked with Anaconda Learning teaching Python in Excel data analytics courses. David has a Master’s degree in computer science from the University of Washington. --- ### Daniel Rodriguez > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/daniel-rodriguez / Anaconda Blog/ Engineering Manager, AI Augmentation Biography Daniel is the Engineering Manager for AI Augmentation at Anaconda. He supported the launch of the Anaconda AI Assistant and focuses on building robust AI workflows and architectures as well as agentic AI experiences. He has a Master of Engineering degree from UNITEC and has worked as a full-stack developer and software engineer. --- ### Chris Styduhar > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/chris-styduhar / Anaconda Blog/ Director of Product Management (Enterprise) Biography Chris is the Director of Product Management - AI and Growth at Anaconda. He leads the team responsible for AI Navigator, Python in Excel, Anaconda Code and Toolbox, and High-Performance Python. An AI/ML evangelist, he has expertise delivering value with AI and ML solutions across multiple industries --- ### Cheng Lee > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/cheng-lee / Anaconda Blog/ Principal Software Engineer Biography Cheng is a principal software engineer at Anaconda, where he primarily works on conda and packaging. He has worked in data exploration and analysis as well as computational biology. He holds a Master’s degree in Electrical Engineering from University of Texas at Dallas. --- ### Chandler Vaughn > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/chandler-vaughn / Anaconda Blog/ Chief Product Officer (Previous) Biography Chandler was the Chief Product Officer at Anaconda. He spearheaded Anaconda initiatives in AI/ML, High Performance Python, and Enterprise Python initiatives, with a focus on enhancing open-source AI and fostering community growth. He has an MBA from Rice University as well as a Master’s Degree in Data Science.   --- ### Andrew Huang > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2025-01-16 - Modified: 2025-02-25 - URL: https://www.anaconda.com/blog/author/andrew-huang / Anaconda Blog/ Software Engineer Biography Andrew is a software engineer at Anaconda, working on the professional services team. He predominantly works on maintaining open source projects in the HoloViz ecosystem, like Panel, hvPlot, and GeoViews. He has expertise in building tooling around LLMs and applying them for data analyses. Andrew has a Master's in Atmospheric Science from the University of Illinois at Urbana-Champaign. --- ### Business Plan > Anaconda Business Plan allows your data science, ML, and AI teams to us - Published: 2025-01-16 - Modified: 2025-04-07 - URL: https://www.anaconda.com/pricing/business Anaconda Business Plan Purchase a Business Subscription Preferred by Users45MM+ Users45MM+ active users in one of the largest open-source Python communities Built for the Enterprise250+K Organizations250K+ organizations rely on Anaconda to drive innovation, including 90% of the Fortune 500 Powered by the Community$40MM+ to OSS$40MM+ contributed to open-source innovation and maintenance The Tools You Love. The Security You Need. Leading-edge tools to power up your business Data Scientists and Analysts Quickly develop and deploy models with the confidence that packages meet security requirements. IT Administrators Empower productivity and ensure security with role-based access controls. Security and InfoSec Leaders Proactively define enterprise-grade policies with license and package filtering. Faster, Safer Data Science Work Faster, Save Money Jumpstart your data science and AI projects with pre-built environments and thousands of Python and R packages. Pair Program with AI The AI Assistant speeds up coding, generating plots, describing DataFrames, debugging errors, and more. Manage Risks and Compliance Centralize security management and leverage custom policy filters and vulnerability notifications. APIs and Interactive Dashboards Inference APIs let your AI models communicate with the world. Interactive dashboards surface key insights, faster. Advanced Notebooks and Publishing Get cloud Notebooks with 20GB of storage and 20K seconds daily CPU/compute. Publish apps simply, with Panel. BY THE NUMBERS The AI Platform Made for Results Leading-edge tools to power up your business 5 developers On average, Anaconda saves companies the time and cost of 5 developers. 7x more accuracy Anaconda provides 7x more accurate open-source security data vs. typical third-party... --- ### Homepage - 2025 > Anaconda simplifies, safeguards, and accelerates open-source AI with a trusted platform, enabling secure scaling, real-time insights, and community collaboration. - Published: 2025-01-16 - Modified: 2025-04-24 - URL: https://www.anaconda.com/homepage The Operating System for AI The world’s most trusted open ecosystem for
sourcing, building, and deploying data science and AI initiatives Create Account ANACONDA HUB AI and Data Science Made Easy Access packages and tools for development and collaboration, and create your own AI applications effortlessly. Get Started Now Join Millions of Individuals and Enterprises Building and Scaling their AI Initiatives 47M Makers and maintainers 1. 9M Developers and contributors 1M+ Organizations use Anaconda Report State of Data Science Report Read the full 7th Annual State of Data Science and AI report. Get Report Now AI News, Courses, and Other Resources News and Insights Get the latest news on Anaconda’s products and open-source AI initiatives. Visit Newsroom Learning Courses Advance your AI, data science, and Python skills with our free courses. View Now Resources Explore our guides, reports, videos, and more. View Now Accelerate Your AI Journey Today Contact Sales --- ### Accessibility > Learn how Anaconda ensures digital accessibility for all users. Discover our WCAG 2.1 Level AA compliance and commitment to inclusive design. - Published: 2024-12-30 - Modified: 2025-02-13 - URL: https://www.anaconda.com/accessibility Accessibility Accessibility Statement Anaconda is committed to ensuring digital accessibility for all users, including individuals with disabilities. We strive to create a website that is accessible, user-friendly, and compliant with the applicable accessibility standards and guidelines. Our website has been designed to conform with the Web Content Accessibility Guidelines (WCAG) 2. 1, Level AA, as well as other relevant standards to promote inclusivity and ease of use for all visitors. We continually monitor our website’s accessibility and aim to address any barriers that may arise in a timely manner. If you encounter any difficulties accessing content or functionality on our site, or if you have suggestions for improving accessibility, please contact us at usercare@anaconda. com. Your feedback is invaluable to ensuring that all users have equal access to our services. Thank you for visiting www. anaconda. com and for supporting our commitment to inclusivity and accessibility. Submit a Request --- ### Technology Partners > Technology partners power up AI workflows by delivering the open-source Python and R platform that simplifies and secures AI, ML, and data science workflows. - Published: 2024-12-04 - Modified: 2025-06-05 - URL: https://www.anaconda.com/partners/technology Technology Partners Our technology partners empower AI advancement through delivering the open-source Python and R tooling that simplifies and secures AI, ML, and data science workflows. Become a Partner Partner Portal Login Why Partner With Us? Trusted Source Packages built from source on private infrastructure, curated CVEs, and signature verification. Versatile Accelerate workflows with easily managed environments leveraging thousands of open-source packages.   Supported Uptime SLAs and support you can count on for production workflows. Co-Marketing Opportunities Create awareness and demand for your offerings, through joint go-to-market activities. Technology Partnership Options Embed Give your customers curated packages, software supply chain security, and expert-built custom repositories by embedding the Anaconda Repository. Optimize Let us optimize artifacts for your specific hardware and software. Work flexibly and securely with ongoing building and support options. Place and Market Showcase your offerings to 2M+ monthly downloaders within our products, or highlight your work across the Anaconda ecosystem through sponsorship. Meet our Technology Partners What Our Partners Say “Anaconda offers many key benefits for the professional use of data science in enterprises such as security, flexibility and efficiency. With this partnership, we are looking forward to further advancing the development of secure Al and ML solutions in Europe. ” Oliver Bracht Chief Data Scientist, Eoda “The mix of tools, technologies and processes aligned with a fantastic Anaconda sales and support team makes it easy to do business and provide customer insights in an agile, affordable, well-structured, fully governed manner. ” Kielty Hughes CEO, ISx4 What Our... --- ### Channel and Services > Join Anaconda’s network of resellers, distributors, referral partners, and services partners — and foster AI innovation through collaboration. - Published: 2024-12-04 - Modified: 2024-12-06 - URL: https://www.anaconda.com/partners/channel-and-services Channel and Services Partners Join our network of resellers, distributors, referral partners, and services partners — and foster AI innovation through collaboration. Become a Partner Partner Portal Login Partnership Options Distributor Tap into the world’s largest Python community and enjoy deals and incentives. Approved Reseller Sell directly to Anaconda customers. Access training and support, and share in Anaconda’s success. Premier Reseller Sell to Anaconda customers, and install and provide tier 1 support for Package Security Manager. Partner Marketing Benefits Strategic Co-Marketing Together with your marketing team, we jointly promote our partnership value to the industry, customers, and prospects through webinars, events, and content. Enablement Access branding, collateral, subject matter experts, and other marketing support so you can run tailored demand-gen campaigns and go-to-market efforts. Demand Generation Anaconda promotes partnerships through PR and through campaigns that drive demand. Meet our Channel and Services Partners What Our Partners Say “Anaconda offers many key benefits for the professional use of data science in enterprises such as security, flexibility and efficiency. With this partnership, we are looking forward to further advancing the development of secure Al and ML solutions in Europe. ” Oliver Bracht Chief Data Scientist, Eoda “The mix of tools, technologies and processes aligned with a fantastic Anaconda sales and support team makes it easy to do business and provide customer insights in an agile, affordable, well-structured, fully governed manner. ” Kielty Hughes CEO, ISx4 What Our Partners Say “Anaconda offers many key benefits for the professional use of data science in... --- ### Become a Partner > Reach 45 million users worldwide and help customers realize Python’s full potential for AI, machine learning, and data science. - Published: 2024-12-04 - Modified: 2025-06-03 - URL: https://www.anaconda.com/partners/become-a-partner Become a Partner  Reach 45 million users worldwide and help customers realize Python’s full potential for AI, machine learning, and data science. Become a Partner Anaconda Partnerships Technology Build AI solutions with Anaconda's open-source Python and R tooling, easily integrated into your platforms and products. Learn More Channel Bring secure, open-source Python and R tooling to customers worldwide as a value-added reseller, distributor, or referral or service partner. Learn More Why Become an Anaconda Partner? https://customer-5tys6ele52eg8fgc. cloudflarestream. com/b28545d7b6a7c1196261f285566a0426/watch Provide a Seamless Experience Embed the world’s most popular open-source tools in your product or platform. Drive New Revenue Become a channel partner and benefit from the surge in enterprise AI and ML. Bring Value to Customers Enable scaling, security, and productivity in AI and data science work.   Join Our Community Share your content with our community of 45 million users. It’s growing up to 300% year over year and includes 90% of Fortune 500 companies. Partner Resources Webinar: Leverage the Power of Anaconda for Maximum Revenue Growth Jumpstart your journey to revenue growth. Access Webinar Resource: Channel Partner Program Guide Learn about partnership tiers, benefits, and onboarding. Download Channel Partner Guide Partner Go-to-Market Kit Get assets, collateral, and guidelines to add Anaconda to your partner directory, enable your sales teams, and engage your audience. Sign Up for a Kit What Our Partners Say “Anaconda offers many key benefits for the professional use of data science in enterprises such as security, flexibility and efficiency. With this partnership, we are looking forward... --- ### Partners > Unlock AI's potential one partnership at a time through the Anaconda Partner Network. Learn about partnership options and how to optimize and showcase your offerings. - Published: 2024-12-04 - Modified: 2025-05-20 - URL: https://www.anaconda.com/partners Anaconda Partner Network Empowering AI Advancement Together Reach our 45 million users worldwide — including Fortune 100 and 500 companies, every Ivy League university, and 1 million organizations. Offerings include technology, embedded, co-marketing, and channel partnerships. Or tap into our vast partner network to find the support your business needs. Partner Portal Login Become a Partner 50M+Users our partners can reach 1MOrganizations: 95% of Fortune 500 and 100% of Ivy League 4+Partnership types: technology, channel, and more Partnership Options Technology Partners Anaconda experts build and optimize Anaconda Repository artifacts tailored to your hardware, working with your team to create and add packages and artifacts to Distribution. Work with Anaconda to embed our technologies, optimize your own, or showcase your offerings through partner placements. Learn More Channel and Services Partners Access secure, open-source Python and R tooling through Anaconda-certified resellers, distributors, referral partners, and services partners who offer consultation and advisory options. Learn More Partner for a Smarter, AI-driven Future Tap into Anaconda’s extensive AI-focused customer network and deliver powerful AI-ready value to your customer base. Learn About Partnership Offerings Provide a Seamless Experience Embed the world’s most popular open-source tools in your product or platform. Drive New Revenue Become a channel partner and benefit from the surge in enterprise AI and ML. Enhance Value for Customers Provide open-source software (OSS) packages optimized for your specific platform or hardware. Join Our Community Share your content with our community of over 35 million users; it’s growing up to 300% year over year... --- ### Anaconda Toolbox Updates > Anaconda Toolbox for Excel enhances Microsoft Excel with a suite of tools built to make coding in Python even easier. - Published: 2024-11-19 - Modified: 2025-06-09 - URL: https://www.anaconda.com/products/anaconda-toolbox Products Anaconda Toolbox Anaconda Toolbox for Microsoft Excel Make working in Python even easier Power Up Your Data Analysis Quickly generate code and visualizations, learning Python as you go, all powered by Anaconda — the trusted source for Python libraries Sync your data anywhere Start in one workbook, pick up in another—your data follows you when all your work is saved to Anaconda Cloud. Enabled in your workstream Simple-to-use tools bring the power of Python directly into your spreadsheet. Robust visualizations Transform tables into powerful visuals and uplevel your data in a guided and intuitive interface. Low-code solutions Python knowledge not required. Use the AI-powered assistant for Python-centric tasks in Excel. Take Features to the Next Level A suite of tools to maximize all that Python in Excel has to offer Get Access Visualization Builder Create advanced and powerful data visualizations with the click of a button. Datasets Datasets allow you to save your data file (. csv) on Anaconda Cloud for easy access from Excel or from a notebook. AI Assistant Anaconda Assistant for Python in Excel can analyze your Python code and recommend different ways of working with your data. Code Snippets Carry your code between Excel workbooks and Anaconda Notebooks using code snippets. Skill Up for Free If you’re new to Python in Excel, check out our on-demand webinar Introduction to Python in Excel. During this webinar, we cover Python in Excel basics, understanding data types and output modes, a brief introduction to Pandas DataFrames, custom functions, and a simplified Python... --- ### Thank You > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2024-11-05 - Modified: 2024-11-06 - URL: https://www.anaconda.com/lp/subscription-thank-you Thank you for confirming your subscription with Anaconda. Why Anaconda? Why is Anaconda the world’s most popular data science platform? Simply put, Anaconda can help anyone harness the power of open source for competitive advantage, groundbreaking innovation, and a better world. --- ### Security and Compliance > Anaconda is ISO 27001 certified and prioritizes security through data encryption, access control, and an organizational commitment to secure practices. - Published: 2024-10-21 - Modified: 2024-10-21 - URL: https://www.anaconda.com/security-compliance Security and Compliance Your Security is Our Priority You need secure data and trustworthy tools to keep up in today’s business landscape. Anaconda’s multifaceted security and compliance practices enable that security.   Data Encryption and Processing Anaconda ensures data storage encryption at the disk level and within the database. Only mission-critical data is processed, and all application, database, webhook, and API traffic is encrypted via TLS/HTTPS. Security Measures A third-party firm conducts annual security and penetration testing. Anaconda routinely addresses discovered vulnerabilities. Other measures include full-disk encryption, VPNs, password managers, and 2FA. Access Control Only Anaconda-authorized team members have access to account data, and all employees undergo background checks. Organizational Commitment Initiatives around customer data security, vulnerabilities, and supply chain security are led by the Anaconda Engineering leadership team and Security Guild. All Anaconda employees receive security awareness training. ISO 27001 Certification From the International Organization for Standardization ISO 27001 certification promotes a holistic approach to information security: vetting people, policies, and technology. All Anaconda suppliers are ISO or SOC2 certified. Download Security Certificate Compliance View All Compliance Documentation GDPR - General Data Protection Regulation An EU law that gives customers the right to control and understand how their data is being used. Learn More CCPA - California Consumer Privacy Act A California-specific law that gives consumers more control over personal information that businesses collect. Learn More PCI - Payment Card Industry Compliance is mandated by credit card companies to help ensure the security of credit card transactions. Learn more Compliance... --- ### Topics > Read about a wide range of AI, machine learning, and data topics. - Published: 2024-10-18 - Modified: 2025-01-09 - URL: https://www.anaconda.com/topics Topics Videos --- ### Press > Read the latest news from Anaconda. - Published: 2024-10-04 - Modified: 2025-02-13 - URL: https://www.anaconda.com/press Newsroom / Press Press Releases --- ### Guides > Get expert information through Anaconda guides for all things AI. - Published: 2024-10-03 - Modified: 2025-06-05 - URL: https://www.anaconda.com/guides Guides Videos --- ### Anaconda AI Navigator > Download and experiment locally with a curated repository of open-source large-language models with Anaconda AI Navigator. - Published: 2024-10-01 - Modified: 2024-10-18 - URL: https://www.anaconda.com/products/ai-navigator Products Anaconda AI Navigator Anaconda AI Navigator Download and experiment with curated open-source AI models locally. Download AI Navigator for Free https://customer-5tys6ele52eg8fgc. cloudflarestream. com/1f9ddecf5e2871b7d31d5b7ea8718800/watch Simplify and Safeguard Your Use of LLMs AI Navigator gives you easy access to a variety of large language models with various parameter counts, sizes, and accuracy levels so you can find the right model for your specific device — in a secure desktop environment. Secure Run large-language models locally to maintain privacy and data security. Private Interact with local LLMs without sending data through cloud services or infrastructure providers. Low Risk Work with different leading LLMs to discover the best models for your use case.   A Proving Ground for GenAI Access LLMs that have been curated, hosted, and verified by Anaconda. AI Navigator lets you experiment with LLMs in the secure environment of your desktop, then interact with them through an API server or a chatbot — all working locally, so your data stays secure. Download AI Navigator for Free Curated Models Choose from Anaconda’s trusted library of over 200 leading LLMs—55 models, each with four different quantization levels—so you can gauge model efficiency and accuracy. API Inference Server Test models without the need for external cloud services. Enhance security by replacing calls to proprietary LLM providers with calls to the local server. Built-in AI Assistant Accelerate common tasks like summarization of long-form text and strategy generation, all with the security and privacy of local chat. Local Models Work with LLMs locally and securely,... --- ### State of Data Science Report 2024 > The 2024 seventh annual State of Data Science and AI survey gathers insights about demographics, use cases, and trends in the data science and AI community. - Published: 2024-08-26 - Modified: 2024-12-09 - URL: https://www.anaconda.com/state-of-data-science-report-2024 2024 State of Data Science and AI The seventh annual State of Data Science and AI survey is now open! We’re gathering insights about the demographics, use cases, and trends in the data science and AI community. The second round of the survey is now open and running from August 26 through September 13. Survey respondents can be entered to win one of five $100 Amazon gift cards. * Take the Survey! *STATE OF DATA SCIENCE AND AI 2024 SWEEPSTAKES - OFFICIAL RULES NO PURCHASE NECESSARY TO ENTER OR WIN. MAKING A PURCHASE OR PAYMENT OF ANY KIND WILL NOT INCREASE YOUR CHANCES OF WINNING. VOID WHERE PROHIBITED OR RESTRICTED BY LAW. PROMOTION DESCRIPTION: The State of Data Science and AI Sweepstakes ("Sweepstakes") begins on August 26, 2024 at 12:00 a. m. CDT and ends on September 13, 2024 at 11:59 a. m. CDT (the "Promotion Period").   The sponsor of this Sweepstakes is Anaconda, Inc. (“Anaconda” or "Sponsor"). By participating in the Sweepstakes, each participant (“Entrant”) unconditionally accepts and agrees to comply with and abide by these terms (the “Official Rules”), and the decisions of Sponsor, which shall be final and binding in all respects. Sponsor may be reached by email at ambassador@anaconda. com during the Promotion Period. ELIGIBILITY: Entrants must be 18 years of age or older. Sponsor, and its respective parents, subsidiaries, affiliates, distributors, retailers, sales representatives, advertising and promotion agencies and each of their respective officers, directors and employees, are ineligible to enter the Sweepstakes or... --- ### Anaconda Learning > Learn skills in Python, data visualization, machine learning, artificial intelligence, and more. Code along with course instructors, and develop and save projects. Start today! - Published: 2024-08-05 - Modified: 2025-06-03 - URL: https://www.anaconda.com/learning Anaconda Learning Build data science and AI skills today with your Anaconda account. Browse Catalog Create Account Have an account? Log in now https://customer-5tys6ele52eg8fgc. cloudflarestream. com/95deb87473d30d1385655295f3b2f31d/watch Learn Your Way Level up your artificial intelligence, data science, and Python skills On-Demand Courses The essentials on getting started with AI, Python, and Anaconda tools. Browse Free Courses Learning Paths A curated collection of premium courses for students, data professionals, and anyone using AI. Browse Learning Paths Certifications Comprehensive certification programs to build your professional and technical skills. Browse Certifications Block-Style Coding Want to learn the basics of programming? Try our free EduBlocks platform, ideal for young learners and teachers. Try EduBlocks Featured Courses COURSE Get Started with Anaconda Take your first steps using Anaconda Distribution, working with conda, and writing your first Python program. 1 Hour FREE LEARNING PATH Introduction to Python Programming Learn to read, write, and solve real-life problems with Python. 11 Courses Subscribers LEARNING PATH Become a Data Scientist Develop your data science skills with Python and Anaconda. 18 Courses Subscribers LIVE COURSE Data Visualization with GenAI Turn data into stories with ChatGPT and Python. Join us for 2 hours on May 27 at 11:00 AM ET. 2 Hours Subscribers COURSE Introduction to Machine Learning Get started with fundamental machine learning algorithms using scikit-learn. 2. 5 Hours Subscribers Featured Courses COURSE Get Started with Anaconda By the Anaconda Team Take your first steps using Anaconda Distribution, working with conda, and writing your first Python program. 1 Hour Subscribers COURSE... --- ### Newsletter > Be the first to know. Sign up for the Anaconda newsletter to be the first to hear about exciting news and content about artificial intelligence and data science. - Published: 2024-08-01 - Modified: 2024-12-09 - URL: https://www.anaconda.com/newsletter Be the first to know Sign up for the Anaconda newsletter to be the first to hear about exciting news and content MktoForms2. loadForm("//know. anaconda. com", "387-XNW-688", 2838); Newsletter Sign-up Form Bacon ipsum dolor amet leberkas chislic salami, cupim pig pork pancetta shoulder ribeye chuck turducken sirloin. Shankle turducken prosciutto, sausage picanha. MktoForms2. loadForm("//know. anaconda. com", "387-XNW-688", 2838); --- ### Conda: A Package Manager for Data Science, ML, and AI > Discover how Conda simplifies package management for data science, ML, and AI. Learn why it's the easiest way to set up a functional Python environment. - Published: 2024-07-19 - Modified: 2025-03-06 - URL: https://www.anaconda.com/guides/conda-package-manager-for-data-sciences-ml-and-ai Conda: A Package Manager for Data Science, ML, and AI Reviewed and Maintained by: Jim Bednar, Director, Professional Services, AnacondaDasha Gurova, Senior Open Source Community Manager, AnacondaJannis Leidel, Principal Software Engineer, Anaconda and Director, Python Software Foundation Python’s open-source ecosystem is a powerhouse of innovation, constantly introducing new tools and libraries that enable developers to enhance their software by leveraging community contributions. This rapid evolution is particularly evident in the machine learning (ML) and artificial intelligence (AI) sectors. However, this flexibility also brings challenges: managing package dependencies, handling multiple Python versions, and reproducing setups across various systems. While seasoned developers might navigate these hurdles with relative ease, scientific, ML, and AI users without formal backgrounds in software engineeringmay face significant friction. Conda helps Python users get over all of these hurdles and more. But despite being around for over a decade, conda remains surrounded by myths and misconceptions. This guide aims to clarify what conda truly offers and why it has become indispensable for users in the scientific, data science, machine learning, and AI communities. Table of Contents Conda and How it Began Let’s start with the basics. Unlocking Conda’s Key Benefits Get details on everything from install, to dependency and environment management. Top Conda Package Repositories Conda’s ecosystem offers an extensive package repository with centrally managed channels Conclusion Conda Resources Get links to helpful Conda sites and support. What is conda? Package managers typically handle installing, updating, and uninstalling software packages. Most are either language-specific (like pip for Python or... --- ### Jobs > See open roles across departments and countries.Read job descriptions and learn how to apply to available jobs at Anaconda, the operating system for AI. - Published: 2024-05-16 - Modified: 2025-01-08 - URL: https://www.anaconda.com/about-us/careers/jobs About Us Careers Jobs Jobs window. onload = (event) => { let endpointURL = 'https://api. rippling. com/platform/api/ats/v1/board/anaconda/jobs'; let jobEl = document. getElementById('job-board-rippling'); $. ajax({ url: endpointURL, dataType: 'json', success: function(data) { let sortedData = data. sort((a, b) => (a. department. label > b. department. label) ? 1 : -1); $. each(sortedData, function (i, val) { let html = ""; html += ` ${val. name} Job ID: Location ${val. workLocation. label} Department ${val. department. label} Learn More `; // html += ` // // ${val. department. label} // ${depJobs. join("")} // `; jobEl. innerHTML += html; console. log('CONSOLE:::' + html); }); } }); }; --- ### History > Anaconda is the birthplace of Python data science. Explore the rich history of people, moments, and milestones that have helped shape our story. - Published: 2024-05-09 - Modified: 2025-01-08 - URL: https://www.anaconda.com/about-us/history About Us History Anaconda History Explore 12 years of people, moments, and milestones that have helped shape our story. 2012 Anaconda is founded Open-source scientific Python “Get ready to fall in love with Python all over again. ” Peter Wang and Travis Oliphant co-found Continuum Analytics to bring open-source scientific Python (NumPy) software to the world of business computing Conda is created conda is created as a cross-platform, language-agnostic binary package manager Community and website PyData community workshops and website are created Jupyter Cloud Notebook Beta launch of a Jupyter Cloud Notebook service (Wakari. io) $6M DARPA contract $6M DARPA contract for creating innovative big data technologies leads to key Python open-source projects: Numba, Bokeh, Blaze (now Dask, fsspec), Datashader $2. 7M in seed funding 2013 Expands to Europe Location in Berlin Continuum establishes a location in Berlin Training courses Extensive training courses enable data scientists and academics to expand Python use Data conference First PyData conference (New York City) 2014 Launches Anaconda Server On-premises Offering includes an on-premises package repository, GPU/multi-core processing, installation support, memory-efficient database connectivity 2015 Launches Anaconda Cloud Sharing Cloud brings managed service for sharing packages and environments $40M Series A funding round Leadership team secures $40M Series-A funding round 330+ packages 330+ packages in the Python installer, thousands more in the repository AWS Extensions to AWS platform launched 2016 Transitions to software company Software product Begins to transition from an open-source consulting and support organization to a software product company Intel integration Intel integrates Anaconda’s... --- ### Anaconda Navigator > Work with the packages you want, install in any environment, and run and update them without needing to type conda commands in a terminal window. Learn Mor - Published: 2024-05-02 - Modified: 2024-08-14 - URL: https://www.anaconda.com/products/navigator Products Anaconda Navigator Launch data science applications from your desktop with Anaconda Navigator The Desktop Portal to Data Science. Download Now Great Benefits of Use Interfaces for browsing, managing, and acting on data. Source Access all necessary tools for model development and deployment, including secure packages, AI assistants, and MLOps solutions. Get one-stop access to the best data science tools and repositories. Build Leverage familiar IDEs to accelerate model development and deployment, expediting time to production. Deploy Reduce time to production from weeks to minutes with one-click deployment. Experience efficiency, consistency, and seamless integration with existing infrastructure, while providing monitoring and management tools for deployed models. Terminal Window Not Required Anaconda Navigator is a graphical user interface (GUI) that enables you to work with packages and environments without needing to type conda commands in a terminal window. Find the packages you want, install them in an environment, run the packages, and update them – all inside Navigator. Anaconda Navigator is a desktop GUI included in Anaconda Distribution. Launch applications and manage conda packages, environments, and channels without using command line interface (CLI) commands. Search for packages on Anaconda. org or in a local Anaconda Repository. Available for Windows, macOS, and Linux. Anaconda Assistant for Python can analyze your tables and recommend different ways of working with your data Data Connectors allow you to save your data file (. csv) on Anaconda Cloud for easy access from Excel or from a notebook As part of our commitment to making data science... --- ### Unlock Generative AI > Anaconda's GenAI capabilities leverage advanced ML algorithms to automate and optimize data science workflows, enhancing productivity and accelerating the generation of business insights. Learn More - Published: 2024-05-01 - Modified: 2024-07-29 - URL: https://www.anaconda.com/capability/gen-ai Capability Unlock Generative AI Generative AI (GenAI) Capitalize on creativity and AI advancements to increase business value.   Talk to an Expert Enhanced Security With Localized AI Solutions Keep your proprietary information secure by bringing AI where the data lives. Secure Secure your on-premise AI solutions by running your AI models locally or on-premise.   Private No need to worry about leaking proprietary information.   Low Risk You no longer need to depend on commercial AI services to fuel your AI efforts.   Transforming ideas into reality Push the boundaries of innovation, forge new frontiers, and craft unprecedented solutions and experiences for your customers.   Innovate Automate original content creation and unlock limitless creativity in digital art, marketing, entertainment, design, and more. Data Augmentation and Synthesis Craft realistic datasets that mimic real-world statistics, ideal for training ML models amidst privacy constraints or data scarcity.   Boost Efficiency Accelerate problem-solving, optimize designs, spark creative breakthroughs, reduce development times, and improve outcomes. Personalization At Scale Elevate customer engagement and refine user interfaces by creating bespoke content and experiences. Enhance Your Creativity Accelerate idea generation, foster exploration, and gain business insights and solutions. Notebooks Share visualizations, dashboards, and projects with stakeholders directly from Notebooks using Panel.   Learn More Explore, learn, collaborate, and share your work, easily - All the tools you need to bring your projects to life Notebooks Code in your browser. Start coding immediately with Anaconda Notebooks! No installation or configuration necessary. Launch Notebooks Navigator Get started with hundreds of... --- ### On-Demand Infrastructure > On demand infrastructure enables organizations to effectively leverage compute resources and accelerate innovation. - Published: 2024-04-30 - Modified: 2024-12-12 - URL: https://www.anaconda.com/capability/on-demand-infrastructure Capability On-Demand Infrastructure On-Demand Infrastructure Manage your data science resources efficiently and save time and money. Talk to an Expert Enhanced Security With Localized AI Solutions Keep your proprietary information secure by bringing AI where the data lives. Secure Secure your on-premise AI solutions by running your AI models locally or on-premise.   Private No need to worry about leaking proprietary information.   Low Risk You no longer need to depend on commercial AI services to fuel your AI efforts.   Data Science Management with On-Demand Infrastructure Performant infrastructure is crucial for data scientists who perform complex data analyses, model training, and machine learning tasks.   Scalable Accelerate innovation and agility in your data science projects. Empower your data scientists with rapid model iteration and experimentation, propelling their projects forward faster. Cost efficient Simplified model deployment enables you to achieve a faster time-to-market and rapidly deliver value to your stakeholders.   Accessible Reduce your dependency on DevOps teams, empower your data scientists to drive progress autonomously. Speed Optimize your model deployment to achieve significant cost savings with our streamlined approach that reduces the need for extensive DevOps involvement, extra infrastructure, and ongoing maintenance. Unlock efficiency and value for your organization effortlessly. Notebooks Share visualizations, dashboards, and projects with stakeholders directly from Notebooks using Panel.   Learn More Explore, learn, collaborate, and share your work, easily - All the tools you need to bring your projects to life Notebooks Code in your browser. Start coding immediately with Anaconda Notebooks! No installation... --- ### Version Control > Anaconda ensures consistency in collaborative environments, managing complex project dependencies and reproducing analysis, and experimental results. Learn More - Published: 2024-04-30 - Modified: 2024-07-29 - URL: https://www.anaconda.com/capability/version-control Capability Version Control Version Control Version control plays a crucial role in overseeing and documenting alterations made to data, code, and models within AI and data science projects.   Talk to an Expert Enhanced Security With Localized AI Solutions Keep your proprietary information secure by bringing AI where the data lives. Secure Secure your on-premise AI solutions by running your AI models locally or on-premise.   Private No need to worry about leaking proprietary information.   Low Risk You no longer need to depend on commercial AI services to fuel your AI efforts.   Complex Projects Require Consistency Version control maintains a history of changes, allowing users to track the evolution of projects and revert to previous states if necessary. Anaconda ensures consistency in collaborative environments, managing complex project dependencies, and reproducing analysis and experimental results.   Manage code, data, and models Integration with version control systems like Git enable change tracking and easy collaboration. Manage environments Conda environments ensure reproducible configurations of packages and libraries.   Collaborate effectively Multiple users can work on the same project and quickly resolve conflicting changes. Reproduce results Integrated tools like Jupyter Notebooks enable users to document their code, methodologies, assumptions, and results, facilitating reproducibility and transparency. Connect to git repos Users can also connect to external git repos to use specific git extensions. Notebooks Share visualizations, dashboards, and projects with stakeholders directly from Notebooks using Panel.   Learn More Explore, learn, collaborate, and share your work, easily - All the tools you need... --- ### Sample projects > Unlock data science excellence with ready-to-use sample projects. - Published: 2024-04-30 - Modified: 2024-12-12 - URL: https://www.anaconda.com/capability/sample-projects Capability Sample projects Time-Saving Sample Projects Propel Progress Further, Faster.   Talk to an Expert Enhanced Security With Localized AI Solutions Keep your proprietary information secure by bringing AI where the data lives. Secure Secure your on-premise AI solutions by running your AI models locally or on-premise.   Private No need to worry about leaking proprietary information.   Low Risk You no longer need to depend on commercial AI services to fuel your AI efforts.   Jumpstart Your Data Science Journey Unlock data science excellence with ready-to-use sample projects.   Project Variety Choose from a wide range of sample projects across different domains, problems, and datasets, suitable for users of all backgrounds. Community Contributions Community Users can share, contribute, and remix sample projects, enriching the project repository and encouraging knowledge exchange.   Integrated Development Environment Anaconda’s integrated IDE provides tools for exploring, running, and customizing sample projects, utilizing VSCode, Jupyter Notebooks, JupyterLab, and more. Customized Sample Projects Upload sample projects tailored to specific teams with pre-defined environments, datasets, and access controls. Notebooks Share visualizations, dashboards, and projects with stakeholders directly from Notebooks using Panel.   Learn More Explore, learn, collaborate, and share your work, easily - All the tools you need to bring your projects to life Notebooks Code in your browser. Start coding immediately with Anaconda Notebooks! No installation or configuration necessary. Launch Notebooks Navigator Get started with hundreds of the most popular data science packages. Install Navigator, Anaconda's comprehensive desktop application where you can manage your local packages,... --- ### Deploy Inference APIs > APIs integrate AI models into applications, web services, and IT infrastructure and let developers rapidly develop and deploy, protect data, and collaborate. - Published: 2024-04-29 - Modified: 2024-12-10 - URL: https://www.anaconda.com/capability/deploy-inference-apis Capability Deploy Inference APIs Deploy Inference APIs Allow your AI models to communicate with the world.   Talk to an Expert Enhanced Security With Localized AI Solutions Keep your proprietary information secure by bringing AI where the data lives. Secure Secure your on-premise AI solutions by running your AI models locally or on-premise.   Private No need to worry about leaking proprietary information.   Low Risk You no longer need to depend on commercial AI services to fuel your AI efforts.   Inference APIs Inference APIs connect AI models to other applications, allowing complex data science models and machine learning algorithms to integrate with software applications, web services, and IT infrastructure. AI developers need support to rapidly develop and deploy models, protect sensitive data, and collaborate between developers, data scientists, and business stakeholders.   Rapid development and deployment Focus on creating features that add value instead of dealing with the complexity of AI models, accelerating your time-to-market for new products. Seamless integration Seamlessly integrate machine learning models into existing applications, enabling these systems to directly work together.   Scalability Connect multiple applications and users to the same model, maximizing the impact of your data science investments. Stakeholder collaboration Provide a common interface between teams for accessing and utilizing models, encouraging experimentation and rapid iteration. Enhanced security and control Implement security measures like authentication, encryption, and usage limits from a controlled access point. Notebooks Share visualizations, dashboards, and projects with stakeholders directly from Notebooks using Panel.   Learn More Explore, learn,... --- ### Machine Learning > Anaconda's machine learning capabilities encompass a diverse array of algorithms and tools, empowering users to build, train, and deploy sophisticated models. - Published: 2024-04-25 - Modified: 2025-05-29 - URL: https://www.anaconda.com/capability/machine-learning Capability Machine Learning Machine Learning Develop, train, evaluate, and deploy machine learning models.   Talk to an Expert Enhanced Security With Localized AI Solutions Keep your proprietary information secure by bringing AI where the data lives. Secure Secure your on-premise AI solutions by running your AI models locally or on-premise.   Private No need to worry about leaking proprietary information.   Low Risk You no longer need to depend on commercial AI services to fuel your AI efforts.   Streamline with Scalable Resources and Integrated Tools Machine learning involves developing algorithms and models to enable predictions or decisions. Key considerations for machine learning engineers include data quality, choosing the right algorithm or model parameters, scaling properly to handle large datasets, and dealing with complex deployment challenges. Data Processing Tool Integration Seamlessly integrate with data processing tools like NumPy, SciPy, and pandas. Algorithm Experimentation Use tools like MLflow to select and evaluate models and tune parameters to optimize model performance.   Libraries and Tools Access to libraries and tools such as scikit-learn, TensorFlow, PyTorch, and Keras. Scalable Computing Resources Leverage parallelization and distributed computing solutions for training large datasets. Seamless Model Deployment Deploy machine learning models into production environments and monitor their performance in real time. Notebooks Share visualizations, dashboards, and projects with stakeholders directly from Notebooks using Panel.   Learn More Explore, learn, collaborate, and share your work, easily - All the tools you need to bring your projects to life Notebooks Code in your browser. Start coding immediately with... --- ### Team Collaboration > Avoid Duplication of Efforts and Misalignment of Priorities. Effective team collaboration is essential for leveraging expertise, sharing knowledge, and maintaining organized data science workflows. Learn More - Published: 2024-04-25 - Modified: 2024-12-12 - URL: https://www.anaconda.com/capability/team-collaboration Capability Collaboration Team Collaboration Accelerate innovation with seamless knowledge-sharing capabilities. Talk to an Expert Enhanced Security With Localized AI Solutions Keep your proprietary information secure by bringing AI where the data lives. Secure Secure your on-premise AI solutions by running your AI models locally or on-premise.   Private No need to worry about leaking proprietary information.   Low Risk You no longer need to depend on commercial AI services to fuel your AI efforts.   Avoid Duplication of Efforts and Misalignment of Priorities Team collaboration is essential for leveraging expertise, sharing knowledge, and maintaining organized data science workflows. Version Control and Reproducibility Accurately reproduce experiments and validate analyses. Documentation and Sharing Centralize code collaboration, explanations, and visualizations. Environment Management Analyze and experiment in a consistent and reproducible environment. Data Sharing and Security Securely leverage expertise across teams while maintaining data privacy. Notebooks Share visualizations, dashboards, and projects with stakeholders directly from Notebooks using Panel.   Learn More Related Products Notebooks Start coding immediately and share dashboards and projects with stakeholders from the browser. No installation or configuration is necessary. Launch Notebooks Related Products Data Science & AI Workbench  Workbench offers solutions for ensuring reproducibility, including environment management, version control, documentation, and containerization. With Workbench, create, share, and reproduce computational workflows with confidence, fostering collaboration, validation, and knowledge sharing across teams and stakeholders. Learn More https://www. youtube. com/watch? v=1gxNspZ8Lps&list=PLGB9meziqbzpQNLl5pwktsjyIXPG77nSE&index=5 Related Resources Why Data Scientists Should Be Excited About Python in Excel Python in Excel creates a common working platform for data... --- ### Sourcing Solutions > Avoid security headaches by downloading from a single, trusted source. From datasets to pre-built AI models, Anaconda is your go-to for sourcing. - Published: 2024-04-25 - Modified: 2024-12-09 - URL: https://www.anaconda.com/solutions/source Solutions Source AI Sourcing Solutions A single, trusted source for your data, packages, and models. Talk to an Expert Reliable, Secure Sourcing Avoid security headaches and trust in the data and models you’re using by downloading from a single, trusted source. From datasets to pre-built AI models, Anaconda is your go-to for sourcing. Centralized Sourcing made easy with a centralized hub for data and models. Curated Anaconda experts curate based on use case and business need. Safe Dependencies and vulnerabilities are taken care of. Source Solutions Distribution Easily search and install thousands of Python and R packages for data science and AI projects. Manage those packages and environments from a desktop application. Learn More Data Management All-in-one data management solution, integrating acquisition, analysis, and collaboration through a comprehensive suite of tools and libraries. Learn More AI Governance Establish clear policies and controls in your data science and AI projects. Learn More Model Library Safely leverage pre-built models in our repository. The centralized hub for storing, sharing, and discovering pre-built models. Learn More MLOps Resource Management Reduce costs and utilize your compute resources efficiently. Optimize, customize, and scale your machine learning operations (MLOps) to meet the demands of your organization. Learn More Sample Projects Unlock data science excellence with Workbench sample projects and ready-to-use models. Learn More Secure Package Management Implement robust security tools and practices to protect your organization while keeping you on the forefront of technological solutions through the use of open-source software. Learn More Explore, learn, collaborate, and... --- ### Deploy > Simple, Streamlined Deployments. Build business value faster by creating advanced visualization dashboards, one-click deployment models, and dashboards and models on the edge. Learn More - Published: 2024-04-25 - Modified: 2024-10-03 - URL: https://www.anaconda.com/solutions/deploy Solutions Deploy Deployment Solutions Whether you’re deploying on-prem or in the cloud, Anaconda provides a streamlined and integration-friendly approach. Talk to an Expert Simple, Streamlined Deployments Build business value faster by creating advanced visualization dashboards, one-click deployment models, and dashboards and models on the edge. Integrated Anaconda easily integrates with your chosen tools and processes. Fast One-click deployment allows for immediate stakeholder feedback and real-time updates. Flexible Deploy on-prem or in the cloud. Deploy Solutions Build your ideal environment management system and model creation pipeline. Dashboard Effortlessly deploy captivating, interactive dashboards using Panel. One-click deployment and seamless integration give your team real-time data insights to drive business value. Learn More Application Deployment is often a complex process, requiring package and library dependency management, quick responses to data changes, and scalable and reliable deployment platforms. We make it easy with a streamlined solution. Learn More Edge Harness the power of PyScript to build and deploy on edge devices. Deploy Inference APIs Make coding in Python easier with a suite of tools from Anaconda. Complex data science models and machine learning algorithms can integrate with software applications, web services, and IT infrastructure for a streamlined approach. Learn More On-Prem LLM Take advantage of open-source software to jumpstart your build, then refine and monitor your model while keeping sensitive data private. Learn More AI Navigator Deliver AI value with curated models for your use-case. Keep your proprietary information secure and take advantage of your computer’s hardware by operating locally.   Learn More Explore,... --- ### Build Solutions for AI > Build robust, secure AI pipelines with tools tailored for any team size. Leverage the power of open-source software behind best-in-class security features. - Published: 2024-04-25 - Modified: 2024-12-12 - URL: https://www.anaconda.com/solutions/build Solutions Build Build Solutions for AI From small scale projects to on-prem LLMs, tailor Anaconda tools for your build environment. Talk to an Expert Build Robust, Secure AI Pipelines With tools catered for small teams to large enterprises, take advantage of open-source software community contributions behind best-in-class security features. Security Signature verification, CVE scores, and user access controls are just some of the ways to secure your build environment. Integration Seamlessly integrate with your favorite packages and libraries. Optimization Get suggested updates and optimizations to harness the power of your local machine. Pre-Built Models You don’t have to start from scratch: Anaconda provides curated models to jumpstart your AI journey. Build with Anaconda Build your ideal environment management system and model creation pipeline. Distribution Easily search and install thousands of Python and R packages for data science and AI projects. Manage those packages and environments from a desktop application. Learn More Excel Toolbox The best of Python now in Excel! Create data visualizations and business insights directly in Excel.   Learn More Notebooks Start coding immediately and share dashboards and projects with stakeholders from the browser. No installation or configuration is necessary. Learn More AI Navigator  Coming soon Deliver AI value with curated models for your use-case. Keep your proprietary information secure and take advantage of your computer’s hardware by operating locally. Learn More Package Security Manager Proactively manage risks and ensure compliance in your data science, machine learning, and AI projects. Use the OSS your team loves with comprehensive... --- ### Data Management Solutions > Anaconda offers the all-in-one data management solution, integrating acquisition, analysis, and collaboration through a comprehensive suite of tools and libraries. - Published: 2024-04-23 - Modified: 2024-07-29 - URL: https://www.anaconda.com/capability/data-management Capability Data Management Solutions Seamless Data Management Solutions Sort, assess, and clean data with ease.   Talk to an Expert Enhanced Security With Localized AI Solutions Keep your proprietary information secure by bringing AI where the data lives. Secure Secure your on-premise AI solutions by running your AI models locally or on-premise.   Private No need to worry about leaking proprietary information.   Low Risk You no longer need to depend on commercial AI services to fuel your AI efforts.   Drive Clear Insights with Organized Data Anaconda offers the all-in-one data management solution, integrating acquisition, analysis, and collaboration through a comprehensive suite of tools and libraries.   Data Acquisition Easily consolidate data from diverse sources into a central location. Data Organization Clean, transform, and analyze structured data.   Data Integration Merge, join, or pivot datasets from varying sources. Data Storage Store data in various formats with distributed system support. Data Analysis Execute various data analytics tasks: stats, modeling, clustering, classification, and beyond. Data Visualization Create insightful visualizations for comprehensive data interpretation. Environment Management Set up isolated environments tailored for seamless workflow transfer. Notebooks Share visualizations, dashboards, and projects with stakeholders directly from Notebooks using Panel.   Learn More Explore, learn, collaborate, and share your work, easily - All the tools you need to bring your projects to life Notebooks Code in your browser. Start coding immediately with Anaconda Notebooks! No installation or configuration necessary. Launch Notebooks Navigator Get started with hundreds of the most popular data science packages. Install... --- ### Source Secure Data and Models > Decrease risk and increase productivity with Anaconda’s repository of curated, rigorously tested, and verified data and models. - Published: 2024-04-12 - Modified: 2025-05-21 - URL: https://www.anaconda.com/products/models Products Models Source Secure, Curated Data and Models Explore Anaconda’s repository of curated, rigorously tested, and verified data and AI models. Talk to an Expert https://customer-5tys6ele52eg8fgc. cloudflarestream. com/bf4a5e26d355aba8ebce70ccc4bc34db/watch A Single, Trusted Source Anaconda curated and tested data and models for AI projects. Validation Anaconda validates, stores, and distributes each dataset and model. Centralization Get access to all the models and packages you need in one place. Security Confirm models are safe by looking for the Anaconda signature verification. Resources (Re) Introducing Anaconda Services Learn More Anaconda Toolbox Brings AI Assistant, No-Code Development to Python in Excel Learn More Learn How: Build and Deploy Data Apps in AnacondaNotebooks Learn More Book a Meeting Learn more by chatting with an Anaconda Expert. Home / Products Source Secure, Curated Data and Models Explore Anaconda’s repository of curated, rigorously tested, and verified data and AI models. Talk to an Expert A Single, Trusted Source Anaconda curated and tested data and models for AI projects. Validation Anaconda validates, stores, and distributes each dataset and model. Centralization Get access to all the models and packages you need in one place. Security Confirm models are safe by looking for the Anaconda signature verification. Additional Resources (Re) Introducing Anaconda Services Learn More Anaconda Toolbox Brings AI Assistant, No-Code Development to Python in Excel Learn More Learn How: Build and Deploy Data Apps in Anaconda Learn More --- ### On-Prem LLM > Anaconda provides on-premises deployment options for LLMs, enabling organizations to securely host and utilize these powerful AI models within their own infrastructure - Published: 2024-04-10 - Modified: 2025-05-21 - URL: https://www.anaconda.com/products/on-premises-llm Products On-Prem LLM On-Prem LLM: Custom Generative AI Solutions Use open-source large-language models to create custom generative AI applications tailored for your use cases, and host them on-premises. Talk to an Expert Create LLMs Tailored for Your Use Cases Developing an LLM is complex—and cloud-hosted proprietary models are expensive, not specific to a use case, and do not secure your organization’s data. Access Open-Source LLMs Test a variety of customizable large-language models with various parameter counts, sizes, and accuracy levels. Ensure Security Keep data secure with on-premises deployment for unparalleled flexibility and control over your generative AI projects. Learn from the Experts Anaconda's Professional Services team will assist with implementation to ensure outcomes meet your requirements. Anaconda Enterprise On-Prem LLM requires an enterprise subscription, which includes Anaconda's Data Science and AI Workbench. Enterprise Pricing Get access to On-Prem LLM as part of Anaconda's Data Science and AI Workbench. See our pricing for details. Professional Services On-Prem LLM requires an engagement with Anaconda's Professional Services team. Resources Generative AI with IBM and Anaconda Discover the power of Anaconda and IBM WatsonX for LLMs. Learn More (Re)Introducing Anaconda Services Get help building and implementing generative AI from the Anaconda Experts. Learn More Data Preparation for Large Language Models (self-paced course) Take the Course Talk to an Expert Learn how to access On-Prem LLM for your organization. Talk to an expert today. Home / Products On-Prem LLM:Custom Generative AI Solutions Use open-source large-language models to create custom generative AI applications tailored for your... --- ### Package Security Manager > Anaconda's Package Security Manager presents a holistic and forward-thinking approach to managing package security within data science and machine learning environments. Learn More - Published: 2024-04-09 - Modified: 2025-01-22 - URL: https://www.anaconda.com/products/package-security-manager Products Package Security Manager Package Security Manager Proactively manage risks and ensure compliance in your data science, machine learning, and AI projects with a comprehensive security solution. See Pricing https://customer-5tys6ele52eg8fgc. cloudflarestream. com/df2d8bcd9ab959ddd3d6f4042291428f/watch Security in an Ever-Changing Landscape Tackle the complexities of securing software packages, managing vulnerabilities, creating security policies, and meeting compliance standards using Package Security Manager.   Comprehensive Vulnerability Scanning Understand vulnerabilities for packages and their dependencies. Vulnerability Notifications Get updates on vulnerabilities that affect the packages you are using. Custom Security Policies Define and enforce custom security policies, tailored to your compliance standards. Granular Risk Assessment Get detailed insights into vulnerabilities and implement efficient and impactful mitigation strategies. Centralized Security Management Manage and track your organization from a central location. Streamline security operations and compliance requirements. License Filtering Ensure adherence to open-source license compliance standards and filter out licenses that do not align with your organization's requirements. Centralized, Automated Package Security Management with Notifications Get curated packages from a trusted source. Manage access to your organization and enforce security policies with fine granularity. Easily meet compliance standards with Software Bill of Material records for packages, and stay ahead of vulnerabilities with notifications.   Cloud or On-premise Solutions Manage your organization’s package security in the cloud, or on-premise, including air-gapped networks. Cloud On-prem Access Control Control who has access to your Package Manager and the channels it contains. Cloud On-prem CVE Curation and Notifications Keep up to date with fluctuating vulnerability scores that affect packages in your applications. Cloud... --- ### Resource Management > Optimize, customize, and scale your machine learning operations to meet the demands of your organization with Anaconda Resource Management solutions. Learn More - Published: 2024-04-05 - Modified: 2024-07-29 - URL: https://www.anaconda.com/capability/resource-management Capability MLOps Resource Management MLOps Resource Management Reduce costs and utilize your compute resources efficiently.   Optimize, customize, and scale your machine learning operations (MLOps) to meet the demands of your organization. Talk to an Expert Enhanced Security With Localized AI Solutions Keep your proprietary information secure by bringing AI where the data lives. Secure Secure your on-premise AI solutions by running your AI models locally or on-premise.   Private No need to worry about leaking proprietary information.   Low Risk You no longer need to depend on commercial AI services to fuel your AI efforts.   Effective Resource Management  Minimize costs, maximize efficiency, and get to market faster than your competitors.   Cost reductions Minimize your costs while maximizing your performance with dynamically scaling resource utilization. Optimized performance Accelerate your workflows and empower your workforce to innovate faster by minimizing response times for machine learning operations. Scalable and Flexible Dynamically provision your compute resources and scale to meet the demands of your ever-changing business requirements. Resource Fairness Avoid resource monopolization, promote collaboration, and ensure access to compute resources across your organization's projects. Data Science & AI Workbench Provides comprehensive solutions for tackling the complexities of AI projects, including resource management and resource allocation. The Workbench offers dynamic scaling, integration with cloud services, and capabilities for monitoring and optimization. Resource Allocation Policies Define and enforce resource allocation policies, ensuring fair distribution of computing resources among machine learning projects based on priority, quotas, and resource limits. Dynamic Resource Scaling Allow computing... --- ### Visualization > Anaconda can bridge the gap between your data science and IT teams. Get MLops workflows that drive value from your AI initiatives - Published: 2024-04-05 - Modified: 2025-06-06 - URL: https://www.anaconda.com/capability/visualization Home Capability Visualization Efficiently explore, analyze, and communicate complex data for informed decision-making. Talk to an Expert Derive Insights From Intricate Datasets  Anaconda's data science solutions encompass comprehensive visualization libraries, Jupyter Notebooks integration, dashboarding solutions, and scalability and performance optimizations. Uncover Business Insights Visualization facilitates the discovery of patterns, trends, and outliers within data, thereby enhancing insight generation beyond what is achievable through raw data or numerical summaries. Communicate to Stakeholders  Visualizations offer an intuitive and accessible medium for communicating findings and insights to stakeholders, thereby fostering better understanding and informed decision-making. Exploration Interactive visualizations empower users to dynamically explore data, facilitating in-depth analysis from diverse perspectives. Support Effective Decision-making Visualizations aid decision-making by presenting data in a clear, concise, and actionable format, thereby reducing cognitive load and enhancing decision-making efficiency. Additional Resources Why Data Visualization is One of the Hardest but Most Important Tasks Learn More Introduction to Data Visualization with Python in Excel Learn More Learn how to create visualizations and dashboards Learn More --- ### Secure Package Management > Secure Open Source Software. Implement robust security tools and practices to protect your organization keeping you on the forefront of technological solutions. - Published: 2024-04-04 - Modified: 2025-01-08 - URL: https://www.anaconda.com/capability/secure-package-management Capability Secure Package Management Secure Package Management Innovate safely with trusted open-source software.   Talk to an Expert Enhanced Security With Localized AI Solutions Keep your proprietary information secure by bringing AI where the data lives. Secure Secure your on-premise AI solutions by running your AI models locally or on-premise.   Private No need to worry about leaking proprietary information.   Low Risk You no longer need to depend on commercial AI services to fuel your AI efforts.   Secure Your Open Source Software While open source software provides benefits such as innovation, flexibility, and cost savings, it introduces challenges as well. Implement robust security tools and practices to protect your organization while keeping you on the forefront of technological solutions. Download Fact Sheet Package Signatures Know that your packages haven't been tampered with during transit with cryptographic signatures. Curated Packages  Trust the professionals to do the tedious work. Get professionally curated packages with a summary for review.   Vulnerability Monitoring Keep your channels safe from ever-emerging and changing package vulnerabilities. Risk Mitigation  Prevent dangerous or unwanted packages from reaching your workforce.   Dependency Management  Get the tool of the trade for managing package dependencies, ensuring compatibility between software packages. Package Auditing Track package usage, identify vulnerabilities, and generate audit logs to ensure compliance. Package Security Manager Tackle the complexities of securing software packages, managing vulnerabilities, creating security policies, and meeting compliance standards using Package Security Manager.   Learn More Explore, learn, collaborate, and share your work, easily - All... --- ### Reproducibility > Anaconda fosters AI reproducibility by offering version control and dependency management, ensuring consistent environments for model development and deployment - Published: 2024-04-04 - Modified: 2024-12-12 - URL: https://www.anaconda.com/capability/reproducibility Capability Reproducibility Reproducibility for Data Science Projects Recreate, validate, and ensure reliable and credible data. Talk to an Expert Enhanced Security With Localized AI Solutions Keep your proprietary information secure by bringing AI where the data lives. Secure Secure your on-premise AI solutions by running your AI models locally or on-premise.   Private No need to worry about leaking proprietary information.   Low Risk You no longer need to depend on commercial AI services to fuel your AI efforts.   Innovative and reproducible Remove barriers to innovation and instill confidence in the integrity of data-driven analyses. Environment Management Ensure analyses and experiments are executed in a consistent and reproducible environment. Version Control Trace the evolution of analytical methods and models to accurately reproduce experiments. Documentation and Collaboration Centralize code collaboration, explanations, and visualizations. Containerization Package code, data, and dependencies into portable containers. Package Consistency Use tested and compatible versions of packages. Data Science & AI Workbench  Workbench offers solutions for ensuring reproducibility, including environment management, version control, documentation, and containerization. With Workbench, create, share, and reproduce computational workflows with confidence, fostering collaboration, validation, and knowledge sharing across teams and stakeholders. Learn More https://www. youtube. com/watch? v=1gxNspZ8Lps&list=PLGB9meziqbzpQNLl5pwktsjyIXPG77nSE&index=5 Explore, learn, collaborate, and share your work, easily - All the tools you need to bring your projects to life Data Science & AI Workbench A secure, scalable solution for quick team collaboration and one-click model deployment. Learn More Anaconda Notebooks A cloud-based environment to host, manage, and share projects. Includes sample projects and... --- ### Machine Learning Operations > Bridge the gap between your Data Science and IT teams. Operationalize machine learning workflows and drive value from your AI initiatives. - Published: 2024-04-04 - Modified: 2025-01-08 - URL: https://www.anaconda.com/capability/machine-learning-operations Capability Machine Learning Operations Machine Learning Operations (MLOps) Bridge the gap between your Data Science and IT teams. Operationalize machine learning workflows and drive value from your AI initiatives. Talk to an Expert Capability Machine Learning Operations Machine Learning Operations (MLOps) Bridge the gap between your Data Science and IT teams. Operationalize machine learning workflows and drive value from your AI initiatives. Talk to an Expert https://www. youtube. com/watch? v=jjWqowMAN-4 Enhanced Security With Localized AI Solutions Keep your proprietary information secure by bringing AI where the data lives. Secure Secure your on-premise AI solutions by running your AI models locally or on-premise.   Private No need to worry about leaking proprietary information.   Low Risk You no longer need to depend on commercial AI services to fuel your AI efforts.   Generate Value with Integration Integrate your data science and IT operations for better business value. Automating MLOps transforms experimental machine learning models into catalysts for innovation, accelerating your time-to-market, enhancing cost efficiencies, and securing a competitive edge in the market. Faster Time-to-Market Automating MLOps streamlines your model deployment, enabling you to achieve a faster time-to-market and rapidly deliver value to your stakeholders and customers. Improved Model Performance Simplified model deployment enables you to achieve a faster time-to-market and rapidly deliver value to your stakeholders.   Enhanced Collaboration Encourage collaboration between your data scientists and IT operations teams, fostering knowledge sharing.   Scalability and Efficiency Automated MLOps unlocks dynamic scalability. Always be meeting the current needs of your organization, without... --- ### Capability > Jumpstart your AI projects, create reproducible results, or fine-tune your security governance program. Anaconda offers a wide range of capabilities to meet your needs. Learn More - Published: 2024-04-04 - Modified: 2024-07-29 - URL: https://www.anaconda.com/capability Data Science and AI Capabilities from Anaconda Jumpstart your AI projects, create reproducible results, or fine-tune your security governance program. Anaconda offers a wide range of capabilities to meet your needs. Talk to an Expert Capabilities Air-gapped Environment Isolate your platform’s computing infrastructure from external networks, including the internet, for security. Learn More Anaconda Assistant Chat with an AI-powered assistant directly in your notebook for help with coding, generating plots, describing dataframes, debugging errors, and more. Learn More Application Deployments Panel, an open-source Python tool developed and maintained by Anaconda, seamlessly integrates with Anaconda’s Cloud Notebook service to allow one-click deployment and easy sharing. Learn More Dashboards Effortlessly deploy and share captivating, interactive dashboards using Panel. Learn More Data Management All-in-one data management solution, integrating acquisition, analysis, and collaboration through a comprehensive suite of tools and libraries. Learn More Deploy Inference APIs Make coding in Python easier with a suite of tools from Anaconda. Complex data science models and machine learning algorithms can integrate with software applications, web services, and IT infrastructure for a streamlined approach. Learn More Easy Deployment Take advantage of one-click deployment using the Panel app to quickly share models with stakeholders for easy insights and real-time reporting.   Learn More Error Tracking and Logging Effectively identify, diagnose, and resolve errors in data science projects. Enable continuous improvement practices to create a robust, reproducible, and auditable data science pipeline.   Learn More GenAI Leverage advanced ML algorithms to create business value using generative AI. Learn More Governance... --- ### Dashboards > Discover the top agentic AI tools, key features to look for, and best practices for developing and deploying AI agents for your organization. - Published: 2024-04-04 - Modified: 2025-06-06 - URL: https://www.anaconda.com/capability/dashboards Home Capability Elevate Your Dashboards Anaconda empowers data scientists and analysts to effortlessly deploy captivating, interactive dashboards using Panel. Talk to an Expert Simplify Dashboard Creation Deploying dashboards and visualizations can be a complex and time-consuming process, requiring data scientists to integrate data from disparate sources and libraries, comply with data security regulations, keep data sources up to date, and ensure that non-technical stakeholders interpret insights correctly. Seamless integration Easily transform your models into interactive dashboards using Panel’s straightforward integration with the Anaconda ecosystem and popular data science libraries. One-click deployment Anaconda Cloud and Data Science & AI Workbench enable simple, straightforward deployment of complex data visualizations that are accessible across different devices and platforms. Real-time data support Connect your dashboards to real-time data sources to ensure your visualizations remain up to date. Interactive dashboards Incorporate sliders, dropdowns, tables, and other interactive elements to create a dynamic data exploration experience to enable stakeholders to make data-informed decisions. Additional Resources Building an Interactive ML Dashboard in Panel Learn More Panel Core Concepts Learn More Visualizations and Dashboards Tutorial Learn More --- ### Notebooks: Data Science in Your Browser > Notebooks allow anyone, anywhere to spin up powerful data science projects directly from your browser, with all the packages and computing power you need. - Published: 2024-04-04 - Modified: 2025-06-05 - URL: https://www.anaconda.com/products/notebooks Products Notebooks Toolbox for Notebooks Skip setup and installation and get straight to learning and writing code. Start Coding in Notebooks. Create Cloud Account. Great Benefits of Use Interfaces for browsing, managing, and acting on data. Source Access all necessary tools for model development and deployment, including secure packages, AI assistants, and MLOps solutions. Get one-stop access to the best data science tools and repositories. Build Leverage familiar IDEs to accelerate model development and deployment, expediting time to production. Deploy Reduce time to production from weeks to minutes with one-click deployment. Experience efficiency, consistency, and seamless integration with existing infrastructure, while providing monitoring and management tools for deployed models. Start Coding Immediately with Notebooks in the Cloud Accelerate your learning journey and expand your knowledge of various topics, from data wrangling to the fundamentals of large language models (LLMs). Try it Now Start coding immediately Notebooks allow anyone, anywhere to begin their data science journey. Spin up awesome data science projects directly from your browser with all the packages and computing power you need. Seamlessly share your work Share your work effortlessly with a click-through URL or step it up with a dynamic Panel App deployed to the web, offering instant access to your creations from anywhere. No API keys, no hassle Use the power of AI Assistant and your Cloud account to generate API keys and deal with access-based permissions. Code from anywhere Log in and pull up conda configurations wherever you are online. Whether you want to upload... --- ### Cloud Suite > Access an AI assistant and seamless application deployment capabilities and other tools for creating and implementing your own applications effortlessly. - Published: 2024-04-04 - Modified: 2025-06-09 - URL: https://www.anaconda.com/products/cloud-suite Products Cloud Suite Build and Deploy Data Science Applications Using Cloud Suite A robust set of tools that make developing AI and data science easy. Get Started Great Benefits of Use Interfaces for browsing, managing, and acting on data. Source Access all necessary tools for model development and deployment, including secure packages, AI assistants, and MLOps solutions. Get one-stop access to the best data science tools and repositories. Build Leverage familiar IDEs to accelerate model development and deployment, expediting time to production. Deploy Reduce time to production from weeks to minutes with one-click deployment. Experience efficiency, consistency, and seamless integration with existing infrastructure, while providing monitoring and management tools for deployed models. Data science and AI made easy Anaconda’s Cloud Suite offers professionals access to tools like an AI assistant and seamless application deployment capabilities to support you in creating and implementing your own applications effortlessly. Streamlined Development Accelerate development by simplifying package management, environment setup, and common data science tasks. Effortless Deployment Panel app deployment empowers users to deploy their applications to the web with ease, eliminating the need for complex web development skills. Elevate Your Career Anaconda Learning offers courses to help you use Anaconda tools and grow your skills in data science and Python. Easy Collaboration Work effectively across teams, streamline processes, and drive value from reproducible data science projects to boost efficiency and innovation. Get Help from an AI Assistant Leverage the power of Python, even if you’re not a coder. Get assistance to write or... --- ### Application Deployment > Anaconda streamlines app deployment by providing tools for packaging and distributing data science applications, ensuring seamless deployment across different environments and platforms - Published: 2024-04-04 - Modified: 2024-07-29 - URL: https://www.anaconda.com/capability/application-deployment Capability Application Deployment Application Deployment Simplifying Delivery with One-Click Deployment. Talk to an Expert Efficiently Deploy Your Applications to Maximize Innovation Data scientists and developers seek to make their applications, models, and visualizations accessible to users, but deployment is often a complex process, requiring package and library dependency management, quick responses to data changes, and scalable and reliable deployment platforms. Simplified deployment Focus on building and refining applications instead of getting bogged down in deployment logistics. Open source package integration Innovate with data science and machine learning tools that integrate seamlessly with your deployment platform. Enhanced collaboration Effectively work with colleagues and stakeholders with rapid and efficient deployment processes. Build AI Your Way, Or With a Little Help Collaborate in the cloud, connect to community innovation, and train at your own pace. Data Science & AI Workbench A secure, scalable solution for quick team collaboration and one-click model deployment. Check out Workbench Notebooks Share dashboards and projects with stakeholders directly from Notebooks using Panel Code in the cloud PyScript Deploy and share applications in the browser with PyScript.   Learn more Secure Your Stack with Data Science & AI Workbench Leverage built-in security across your open-source stack to stop risks, not workflows. Empower practitioners with access to open-source tools and packages, across coding languages. Download Overview Visibility and Governance Give security teams control over account provisioning and access. Learn More Commercial Support Access enterprise-grade expertise in open-source security and compliance. Learn More Resources Selecting an Enterprise Platform for Python and... --- ### Technology > Anaconda enables AI by providing solutions to build applications for risk management, algorithmic trading, and customer insights. Learn more - Published: 2024-03-29 - Modified: 2025-05-14 - URL: https://www.anaconda.com/industries/technology Home Industries Trusted AI Tools to Revolutionize Technology Accelerate technology evolution with cutting-edge AI solutions. Download Overview Get a Demo Lead the Tech Industry with AI Agile AI Development Simplify the AI development lifecycle, enabling teams to quickly move from concept to deployment. Enhance productivity and innovation with comprehensive tools and libraries. Scalable Machine Learning Models Build and deploy scalable machine learning models that can grow with your technology demands. Ensure your AI solutions are robust, efficient, and ready to meet future challenges. Secure Collaboration Collaborate safely on AI development without compromising on data security. Facilitate innovation while protecting your intellectual property. Open-Source Innovation Tap into open-source power with a vast repository of packages to fuel your AI projects. Drive innovation with access to the latest AI and machine learning libraries, all within a secure and compliant framework. Cloud-Native Development Embrace cloud-native development, enabling teams to leverage cloud technologies for AI projects. Maximize flexibility, scalability, and performance with the agility of cloud-ready solutions. Enhanced Data Governance Ensure your AI projects adhere to the highest standards of data governance. Manage data usage, privacy, and compliance, ensuring your technology solutions are trustworthy. Learn More About AI Development Solutions for Technology AI Use Cases for the Enterprise Discover how enterprise organizations are using AI to innovate products and services and optimize operations. Learn More The Definitive Guide to AI Platforms In this webinar, experts from Anaconda and Snowflake discuss generative AI for finance. Learn More How to Implement an OSS Governance Program To... --- ### Manufacturing > Explore how Anaconda’s solutions can help enhance efficiency, quality control, and innovation for smarter, more sustainable manufacturing. Learn more - Published: 2024-03-29 - Modified: 2025-05-14 - URL: https://www.anaconda.com/industries/manufacturing Home Industries Trusted Tools to Revolutionize AI in Manufacturing Elevate production efficiency and innovation with AI built on the world’s most trusted data science platform. Talk to an Expert Download Overview Transform Production Efficiency with AI in Manufacturing Predictive Maintenance Predict equipment failures before they happen. Use real-time data analysis for timely maintenance, reducing costly downtime and improving operational efficiency. Quality Control Enhancement Implement AI-driven quality control systems to detect defects more accurately and consistently. Elevate product quality, reduce waste, and satisfy customer demands for excellence. Supply Chain Optimization Optimize your supply chain using AI to forecast demand, manage inventory levels, and enhance logistics. Make smarter, data-backed supply chain decisions. Advanced Process Automation Empower your manufacturing processes with AI-enabled automation. Facilitate the automation of repetitive tasks, improving productivity and allowing your workforce to focus on higher-value activities. Energy Efficiency Leverage AI to monitor and optimize energy consumption across your manufacturing operations. Use analytics to identify savings opportunities, reducing costs and supporting sustainability efforts. Customized Manufacturing Use AI to offer customized products efficiently. Analyze customer preferences and production capabilities, enabling personalized manufacturing at scale. Talk to an Expert Talk to one of our technology industry experts to find solutions for your AI journey. --- ### Healthcare > Discover developing AI in healthcare with Anaconda to improve patient care, and operational efficiency, and ensure data privacy in the medical field. Learn more - Published: 2024-03-29 - Modified: 2025-05-16 - URL: https://www.anaconda.com/industries/healthcare Home Industries Revolutionizing Healthcare with Trusted AI Tools Advance patient care and operational efficiency with AI. Get a Demo Download Overview Empowering Healthcare Innovation Improved Patient Outcomes Use AI to analyze patient data for more accurate diagnoses and personalized treatment plans. Help healthcare providers deliver superior care and improve patient outcomes. Operational Efficiency Apply AI to optimize hospital and clinic workflows, reducing wait times and increasing the efficiency of care delivery. Enable the seamless operation of healthcare facilities. Enhanced Diagnostic Accuracy Use AI-driven tools to enhance the accuracy of medical diagnoses. Apply advanced imaging analysis and data interpretation to support clinicians in making informed decisions. Predictive Analytics Leverage AI to predict public health trends and prepare for future healthcare needs. Anticipate outbreaks, manage resources, and plan preventive measures. Data Security and Compliance Ensure the highest standards of data security and regulatory compliance in handling patient information. Prioritize privacy and safeguard sensitive health data. Accelerate Research and Development Expedite the pace of medical research with AI. Speed the discovery of new treatments and medical advancements. Trusted by the World’s Most Innovative Healthcare and Life Science Organizations Learn More About AI Development Solutions for Healthcare AI Use Cases for the Enterprise Discover how enterprise organizations are using AI to innovate products and services and optimize operations. Learn More The Definitive Guide to AI Platforms for Open-Source Data Science and ML Explore top open-source tools and use cases across industries. Act strategically to empower practitioners and teams to build, deploy, and maintain secure... --- ### Government > Explore AI solutions for government agencies to enhance public services, ensure data security, and drive operational efficiency with Anaconda. - Published: 2024-03-29 - Modified: 2025-05-14 - URL: https://www.anaconda.com/industries/government Home Industries Trusted Tools for AI in Government Services Innovate public services with secure AI solutions. Get a Demo Download Overview Empower Public-Sector Innovation Enhanced Public Services Utilize AI to enhance the quality and accessibility of public services. Offer more responsive, personalized services to citizens, improving satisfaction and engagement. Efficient Resource Management Leverage AI for smarter resource allocation and operational efficiency. Anaconda’s solutions help in managing public resources effectively, reducing waste and maximizing impact. Data-Driven Decision Making Empower decision makers with AI-driven insights. Facilitate the analysis of large datasets for informed policy-making, ensuring decisions are backed by data, not just intuition. Secure Data Practices Implement AI solutions that adhere to the highest standards of data security and privacy. Ensure the protection of sensitive government data against cyber threats. Accessibility and Inclusion Use AI to break down barriers and make government services more accessible. Create inclusive services that cater to the needs of all citizens, including those with disabilities. Fraud Detection and Prevention Deploy AI-driven systems to detect and prevent fraud against government programs. Enhance the ability to identify irregularities, protecting public funds and maintaining trust. Learn More About AI Development Solutions for Technology AI Use Cases for the Enterprise Discover how enterprise organizations are using AI to innovate products and services and optimize operations. Learn More The Definitive Guide to AI Platforms In this webinar, experts from Anaconda and Snowflake discuss generative AI for finance. Learn More How to Implement an OSS Governance Program To reap benefits of open source... --- ### Financing > Anaconda enables AI for financial services and banks by providing solutions to build applications for risk management, algorithmic trading, and customer insights. Learn more - Published: 2024-03-29 - Modified: 2025-05-16 - URL: https://www.anaconda.com/industries/financial-services Home Industries Trusted Tools to Build AI in Financial Services and Banking Unlock efficiency, innovation, and informed decision-making with AI built on the world’s most trusted data science platform. Get a Demo Download Overview Transform Operations and Customer Experience with AI in Financial Services and Banking Enhance Risk Management Analyze vast amounts of financial data in real time. Enhance risk management processes, detect fraudulent activities earlier, and ensure compliance with evolving regulations. Revolutionize Trading Strategies Develop sophisticated algorithmic trading models. Benefit from faster, data-driven decisions that can significantly improve trading performance and profitability. Advanced Fraud Detection Build and deploy AI-driven fraud detection systems. Establish the agility to adapt to new threats, reducing the risk of financial loss and protecting your brand’s reputation. Accelerate Financial Analysis Process and analyze large datasets quickly and accurately. Unlock insights faster for strategic decision-making, and stay ahead in the competitive financial landscape. Improve Customer Insights Use AI to gain a deeper understanding of your customers. Predict customer behavior, personalize offers, and improve customer service, increasing loyalty and retention. Simplify Regulatory Compliance Navigate the complex regulatory environment in financial services. Automate compliance reporting, reduce errors, and maintain trust with regulators and customers. Learn More About AI Development Solutions for Technology AI Use Cases for the Enterprise Discover how enterprise organizations are using AI to innovate products and services and optimize operations. Learn More The Definitive Guide to AI Platforms In this webinar, experts from Anaconda and Snowflake discuss generative AI for finance. Learn More How to... --- ### Industry Solutions for AI Transformation > Explore how Anaconda is transforming industries worldwide, including the fields of healthcare, financial services, government, manufacturing, and technology. - Published: 2024-02-09 - Modified: 2025-06-05 - URL: https://www.anaconda.com/industries Home AI Solutions for Your Industry Explore how Anaconda is transforming industries worldwide. Talk to an Expert Discover Industry-Specific AI Solutions Education Enrich educational experiences Learn More Financial Services Revolutionize financial services Learn More Government Modernize government operations Learn More Healthcare Pioneer patient care and solutions Learn More Manufacturing Optimize manufacturing processes Learn More Technology Accelerate technology innovation Learn More --- ### Talk to an Expert > Learn how Anaconda enables enterprise open-source AI innovation with a platform designed to support compliance, security, and governance requirements. - Published: 2024-01-11 - Modified: 2024-12-09 - URL: https://www.anaconda.com/talk-to-an-expert Talk to an Expert Book time with one of our experts today to see how Anaconda enables enterprise open-source innovation with a platform designed to support compliance, security, and governance requirements. Achieve faster time-to-value by seamlessly sharing work across teams and deploying applications with a single click. Centralize workflows. Gain visibility and control over your open-source pipeline. Talk to an Expert Book time with one of our experts today to see how Anaconda enables enterprise open-source innovation with a platform designed to support compliance, security, and governance requirements. Achieve faster time-to-value by seamlessly sharing work across teams and deploying applications with a single click Centralize workflows Gain visibility and control over your open-source pipeline Schedule a Demo You may also be interested in: --- ### Leveraging AI for Enterprise Success: Insights for Leaders > AI offers unprecedented opportunities for enterprise organizations. We created this guide to be a handy reference about opportunities, challenges, and best practices of AI for enterprise. - Published: 2024-01-10 - Modified: 2025-02-21 - URL: https://www.anaconda.com/guides/leveraging-ai-for-enterprise-success Leveraging AI for Enterprise Success: Insights for Leaders Learn more about opportunities, challenges, and best practices so you can strategically apply AI in the enterprise for business value and competitive advantage. Reviewed and Maintained by: Jason Hochman, EVP of Revenue, Anaconda Artificial intelligence (AI) stands at the forefront of technological evolution, offering unprecedented opportunities for enterprise organizations. AI is not just a technology or a tool—it is a pivotal cornerstone that will define the future of enterprises. Its applications transcend traditional boundaries, offering transformative solutions across various business functions. For example, over the past two years, generative AI models and large language models (LLMs) have taken the market by storm. This leap in technology has enabled more natural and intuitive user interactions, powering everything from advanced customer service chatbots to sophisticated content creation tools. Over the last year, OpenAI’s ChatGPT became one of the fastest-growing internet products, according to Air Street Capital’s State of AI Report 2023. The emergence of ChatGPT and similar LLMs signifies a significant shift towards more intelligent, efficient, and personalized AI tools, reshaping how we interact with technology on a fundamental level. We’ve created this guide to be a handy reference about the AI opportunity, challenges, and best practices. Please bookmark this page and share it with colleagues if you find it helpful. Table of Contents Introduction In this guide, we will cover the opportunities, challenges, and best practices for organizations seeking to leverage AI in the enterprise. The AI Opportunity for Enterprise Adopting AI technologies... --- ### State of Data Science 2023 Report > For the 6th consecutive year, our State of Data Science survey surfaces insights on the demographics of the data science community, use cases across industries, and AI trends. - Published: 2023-09-26 - Modified: 2024-12-09 - URL: https://www.anaconda.com/lp/state-of-data-science-report-2023 Get the Report For the sixth consecutive year, we conducted our State of Data Science survey to surface insights about the demographics of the data science community, use cases across industries, and trends related to artificial intelligence (AI). Our key takeaways: Generative AI63%The majority (63%) of data science practitioners said they’re using generative AI the same amount or more now compared to 2022. Many feel their jobs are threatened by generative AI, but the majority have upskilling pathways through work. Security18%Only 18% of IT admins feel confident in their ability to identify and remediate vulnerabilities associated with OSS. Business Value83%An overwhelming majority (83%) of practitioners have confidence they're delivering business value with data, with solutions that save time and money. Our key takeaways: Generative AI63%The majority (63%) of data science practitioners said they’re using generative AI the same amount or more now compared to 2022. Many feel their jobs are threatened by generative AI, but the majority have upskilling pathways through work. Security18%Only 18% of IT admins feel confident in their ability to identify and remediate vulnerabilities associated with OSS. Business Value83%An overwhelming majority (83%) of practitioners have confidence they're delivering business value with data, with solutions that save time and money. This year, you can also explore the data for yourself via GitHub. Download the report Read our blog on OSS security Get the report Fill out the form below to receive the 2023 State of Data Science Report. --- ### Selecting an Enterprise Platform for Python and Open Source > Learn what to consider when choosing an enterprise platform for collaborating and building powerful applications for AI, data science, and machine learning. - Published: 2023-06-28 - Modified: 2025-02-13 - URL: https://www.anaconda.com/guides/selecting-an-enterprise-platform-for-python-and-open-source-a-checklist-for-buyers Selecting an Enterprise Platform for Python and Open Source: A Checklist for Buyers Updated June 30, 2023 Reviewed and maintained by: Jim Bednar, Director of Professional Services, AnacondaNanette George, Staff Product Marketing Manager, AnacondaSaundra Monroe, Senior Director of Product Management, Anaconda Selecting an Enterprise Platform for Python and Open Source: A Checklist for Buyers Updated June 30, 2023 Reviewed and maintained by: Jim Bednar, Director of Professional Services, AnacondaNanette George, Staff Product Marketing Manager, AnacondaSaundra Monroe, Senior Director of Product Management, Anaconda Table of Contents Introduction Finding an Enterprise Platform What makes a platform? Python, Open Source, Data Science, and the Enterprise Enterprise Python Challenges Package Management and Build Environments Collaboration and Deployment Governance and Securing the Open-Source Pipeline Top Features to Look for in an Enterprise Python Platform: A Buyer’s Checklist Fundamental Capabilities Collaboration and Tools Anaconda’s Platform Makes it Possible About Anaconda Introduction Marc Andreessen famously opened an August 2011 blog article with this provocative sentence: “Software is eating the world. ” His prediction was that software development would disrupt traditional industries. Indeed, companies like Airbnb, Netflix, and Uber emerged as just a few of many winners in the “on-demand” economy that disrupted industries like travel, entertainment, and shopping in significant and lasting ways. About a year later, in October 2012, Harvard Business Review reported that data scientist was the “sexiest job of the 21st century,” promising professionals who could “coax treasure out of unstructured data. ” And the race to structured data began, with organizations taking a closer look at their... --- ### Professional License SMB > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2023-04-19 - Modified: 2023-04-19 - URL: https://www.anaconda.com/checkout/professional-license-smb SMALL BUSINESS LICENSE Anaconda Professional Thank you for choosing Anaconda Professional. Purchasing a Small Business License for Anaconda Professional entitles your organization to use the Anaconda package repository in compliance with our Terms of Service for a term of 12 months beginning when you complete the purchase. Your purchase helps enable Anaconda to continue its support of innovation in the open-source data science community. To purchase Anaconda Professional, please start by filling out the form below. You will complete the purchase via credit card. Upon completion, you will receive an email confirmation of your purchase. --- ### Professional License SME > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2023-04-19 - Modified: 2023-04-19 - URL: https://www.anaconda.com/checkout/professional-license-sme SMALL ENTERPRISE LICENSE Anaconda Professional Thank you for choosing Anaconda Professional. Purchasing a Small Enterprise License for Anaconda Professional entitles your organization to use the Anaconda package repository in compliance with our Terms of Service for a term of 12 months beginning when you complete the purchase. Your purchase helps enable Anaconda to continue its support of innovation in the open-source data science community. To purchase Anaconda Professional, please start by filling out the form below. You will complete the purchase via credit card. Upon completion, you will receive an email confirmation of your purchase. --- ### Data Science Security > Learn what to watch out for when downloading open-source packages and how to establish a governance program to get more models into production. - Published: 2023-04-19 - Modified: 2025-02-13 - URL: https://www.anaconda.com/resources/guide/how-to-implement-an-oss-governance-program-for-data-science-security How to Implement an OSS Governance Program for Data Science, Artificial Intelligence, and Machine Learning What's Missing From Enterprise Data Science and Machine Learning? Security. Open-source software (OSS) is the backbone of data science and machine learning innovation. No single technology vendor can outmatch the open-source community. While OSS is generally safe, vulnerabilities creep in over time. Just like DevOps teams, data scientists need to develop processes that ensure they are evaluating, downloading, and monitoring software packages to minimize risk and meet IT security standards. Our How to Implement an OSS Governance Program for Data Science, Artificial Intelligence, and Machine Learning helps you do just that. Learn what you need to watch out for when downloading open-source packages and how to establish a governance program that allows you to get more models into production. Make sure your team is security-savvy. Fill out the form to get started. --> --- ### Enterprise ML > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2023-04-19 - Modified: 2025-02-13 - URL: https://www.anaconda.com/resources/report/state-of-data-science-2019 Creating Context for Data Scientist and Developer Collaboration In this report, we drill down into the developer and data scientist demographic from our 2019 State of Data Science survey of 5,000 users. From the data we find key differences and similarities between the two roles, including: Tool preferences Coding background Model delivery techniques In this report we address how these roles overlap in the data science life cycle and how we overcome tool diversity to ensure collaboration. --- ### Software Supply Chain > Anaconda security experts identify unique risk areas and provide recommended recommendations to enhance the security of your open-source software supply chain. - Published: 2023-04-19 - Modified: 2025-01-09 - URL: https://www.anaconda.com/software-supply-chain Open-Source Software Risks are Increasing If your organization uses open-source software, Python, and R, your supply chain may be at risk. Anaconda is the only provider with a trusted source for open-source packages, tokenized access for users, software bill of materials, and vulnerability curation. Let our security experts help you identify your unique risk areas and provide customized next steps to enhance the security of your open-source software supply chain. Book Your Free Security Consultation Software Supply Chain Risks are Evolving Make sure your security program stays one step ahead. Our open-source security experts will help you identify your unique risk areas, and provide customized next steps to enhance the security of your open-source pipeline. Book Free Security Consultation The Burden of Liability Shifts to Software Manufacturers and Publishers Sept 2019 SolarWinds security breach May 2021 White House Executive Order 14028 kickstarts numerous cybersecurity improvement initiatives. Feb 2022 National Institute of Standards and Technology (NIST) publishes the NIST Software Supply Chain Security Guidance and the NIST Secure Software Development Framework (SSDF). Sept 2022 U. S. Office of management and budget introduces memorandumm-22-18, which formalizes the NIST framework as mandatory for secure software development infederal government agencies and their software vendors. Jan 2023 Circle Cl security breach. Mar 2023 White House publishes the National Cybersecurity Strategy, emphasizing the need to improve open-source software security through the implementation of NIST SSDF guidelines. The strategy assigns responsibility for insecure software to manufacturers and software publishers. Threat actors target open sources, and open-source security... --- ### Definitive Guide to AI Platforms > Explore top open-source tools and use cases across industries. Act strategically to empower practitioners and teams to build, deploy, and maintain secure AI solutions. - Published: 2023-03-10 - Modified: 2025-05-19 - URL: https://www.anaconda.com/guides/definitive-guide-to-ai-platforms The Definitive Guide to AI Platforms for Open-Source Data Science and ML Explore top open-source tools and use cases across industries. Act strategically to empower practitioners and teams to build, deploy, and maintain secure AI solutions. Reviewed and Maintained by: Joseph Currenti, Sr. Manager, Technical Account Management and Solution Architecture, AnacondaChris Styduhar, Director of Product Management (Enterprise), AnacondaNanette George, Staff Product Marketing Manager, Anaconda Artificial intelligence (AI) is undeniably and rapidly transforming life as we know it. Leading tech companies are investing heavily, and Google CEO Sundar Pichai has compared the impact of AI to electricity and fire. Organizations that have adopted AI to improve products and services are seeing significant financial returns on their investments. We are just beginning to see the promise of AI come to life. However, realizing business value with AI remains an elusive target for many organizations. Tools are ever-changing, use cases are disparate and scattered across the enterprise, and it’s incredibly complex to deploy useful AI into production. Data science and engineering teams that want to apply machine learning and deep learning to solve business problems face a confusing array of platforms, libraries, and software. Evaluating and making decisions about how to apply the latest tools and techniques to develop, deploy, and maintain high-performing models requires a cross-functional effort among people, strategic investments in technology, and constant recalibration of processes. We’ve created this guide to be a handy reference about AI platforms, common use cases, and factors to consider when evaluating AI platforms. Please bookmark this page and... --- ### Go-To-Market Resources: Partners > The go-to-market kit includes assets, collateral, and guidelines for adding Anaconda to your partner directory, enable your sales teams, and engage your audience. - Published: 2023-03-07 - Modified: 2024-12-09 - URL: https://www.anaconda.com/partner-brand-kit Partner Go-To-Market Resources Welcome Partners! This Go-To-Market (GTM) kit includes assets, collateral and guidelines you will need to add Anaconda to your partner directory, enable your sales teams, and engage your audience. Once you've accessed the kit, make sure to download and review the Brand Guidelines first.  The guide contains Anaconda's logo usage guidelines, corporate colors, and guidelines for creating logo lockups. To share your logo and other brand assets with Anaconda, send them to partnermarketing@anaconda. com. Please include a logo and a “bug” icon in 1:1 aspect ratio, both in . png format with transparent backgrounds. --- ### Tools for Practitioners > Jumpstart your data science journey and master the foundations of our data-driven world with tools like cloud-hosted notebooks, and an interactive development environment. - Published: 2023-03-07 - Modified: 2024-12-09 - URL: https://www.anaconda.com/practitioner-tools Practitioner Tools Cloud notebooks & Python training Jumpstart your data science journey and master the foundations of our data-driven world with new practitioner tools from Anaconda. Access all the tools you need to get started from your Anaconda Cloud account, included with all paid subscription levels. Get Access Cloud-Hosted Notebooks Anaconda Notebooks offers a cloud-hosted notebook service with a fully loaded and ready-to-code interactive development environment. Runs on any browser, any system. 100% installation and configuration free. Interactive Development Environment Start coding immediately with hundreds of the most popular data science and machine learning packages. Practice your data science skills and develop Python-based applications. Securely store your projects with cloud-hosted SSD storage. Self-Paced Courses Learn the most foundational data science concepts, step by step. Anaconda Learning is where you can learn all the best practices, tips, and tricks in Python and attain foundational data science knowledge directly from Anaconda. Code Alongside the Experts Take an active role in your learning journey. With Picture-in-Picture support, use your cloud-hosted notebook to code right alongside data science experts and test your knowledge. ANACONDA NOTEBOOKS + ANACONDA LEARNING Anaconda now offers cloud-hosted notebooks and on-demand data science training designed to help anyone, anywhere jumpstart their data science journey in the cloud. Access these features at any Anaconda subscription level Anaconda Notebooks Cloud-hosted JupyterLab instance Ready-to-code Anaconda environments Hundreds of packages preloaded: NumPy, Pandas, Matplotlib, SQLite, Bokeh, Holoviews, Seaborn, Panel, and more Native conda package and environment management Fast, backed-up, persistent storage Anaconda Learning Access... --- ### Professional Services > Partner with Anaconda Professional Services for lasting AI success. Our Python experts average 14+ years of experience to accelerate your data science initiatives. Get started today. - Published: 2023-03-07 - Modified: 2025-05-28 - URL: https://www.anaconda.com/professional-services Professional Services A force multiplier for your AI journey. Let our experts help you solve your toughest AI, data science, and machine learning challenges for faster development, fewer hiccups, and immediate impact. Read Datasheet Tell Us About Your Project Working with Professional Services Our experts will work with your team to optimize performance and create a lasting AI foundation. A Force Multiplier Reach your destination faster and avoid technical debt by avoiding common obstacles. Unmatched Expertise Our experienced team of scientists, engineers, and software developers specialize in open-source Python for machine learning, data analysis, and more. Built for Your Needs Whatever your use case, we can help you succeed, whether that’s optimizing code, building AI-powered workflows, or anything in between. Services Available Our professional services team will help your in-house experts achieve your business goals using Python. Tier 2 Support Get expert help with debugging, packaging, and optimizing conda for your organization. Kickstarts Kickstarts help you migrate, adopt new tools, and build open-source solutions fast that go beyond Tier 2 Support. Custom Consulting Need more than Kickstarts? Let’s discuss custom projects and deep integrations to meet your goals. Kickstart Services Expert-led services to fast-track your AI and data science initiatives. Quickly roll out a new data initiative or fast-track an existing one. We offer pre-packaged short engagements (typically 100 hours) at a fixed price. The goal is to get your team using the Anaconda AI Platform for immediate impact. Tell Us About Your Project Environment Management  Standardize and distribute Python/R... --- ### FAQ > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2023-03-07 - Modified: 2025-04-04 - URL: https://www.anaconda.com/faq Frequently Asked Questions Python is a popular programming language that is widely used for numerical computing and data analysis across many industries, hardwares, and production pipelines. Anaconda is a one-stop-shop for Python and R packages, solving many problems associated with using and managing open-source software. Most projects in the Python open-source software (OSS) ecosystem depend on other projects to function, and this forms a chain of prerequisites and requirements otherwise known as “dependencies. ” Open-source projects are managed independently by maintainers around the world who release updates asynchronously. Thus, a tool that manages packages, recognizes your hardware architecture, and keeps projects separate is necessary in order to ensure proper functionality. Conda is Anaconda’s package, environment, and dependency manager. It is cross-platform (Windows, macOS, Linux ), cross-language (supports Python, R, C/C++, Rust, Go, and more), and ensures package compatibility and environment correctness. Without a package and environment manager like Conda, the chain of dependencies can become unmanageable; packages may depend on incompatible versions of other packages, and obtaining different versions of those other packages may break other dependencies and push the problem downstream. In other words, chaos ensues. Anaconda was built to cut through—and prevent—the chaos associated with package and environment management. Our paid plans offer additional capabilities and allow open-source software to be safely and securely utilized, even in the most stringent and regulated industries. Anaconda Distribution is a free Python/R data science distribution. An Anaconda Distribution install includes Conda and Anaconda Navigator, a desktop GUI that is preloaded with... --- ### Employee Benefits > At Anaconda, we put employees first and want to ensure the security, safety, and well-being of our staff. Check out the benefits you will receive after you join the team. - Published: 2023-03-07 - Modified: 2024-12-09 - URL: https://www.anaconda.com/about-us/careers/benefits About Us Careers Full-Time Benefits Full-Time Benefits At Anaconda, we put employees first and want to ensure the security, safety, and well-being of our staff. Check out some of the benefits you will receive after you join the team. Financial and Insurance Benefits When it comes to pay increases, there's no red tape. We don’t have a max cap, and we pay our salary increases based on the industry benchmarks of the specific role in the job market. We ensure salary transparency for each employee. We show you the benchmarks in the industry for your title, where you live. Anaconda's full-time employees also receive: Medical, dental, vision, HSA, life insurance, and 401(K)* (based on country) Competitive stock options Holidays, time off, and leave benefits Open vacation policy* Paid parental leave for both parents* Anaconda Snake Days; a once-a-month company-designated day off to relax and recharge. Work-Life Benefits We have a 100% flexible working policy. While we have core business hours, we focus on results, not on when you’re at your desk. We also provide: Quarterly fitness membership or home office reimbursement Low-meeting Fridays Monthly anonymous company all hands meetings to keep everyone up to date Employee recognition known as the annual Ana-CAN-DO awards An open-door policy and senior leadership office hours - transparency comes first, and all ideas matter. How We Have Fun Annual Anaconda Olympics: Fun and silly competitions Homecoming: At least once a year, we try to bring everyone together, safely Virtual weekly team happy hours Virtual and... --- ### Career Growth > Our commitment to inclusion and transparency starts on day zero with a clear, consistent interview process and continues with career tracks and growth opportunities. - Published: 2023-03-07 - Modified: 2024-12-09 - URL: https://www.anaconda.com/about-us/careers/career-growth About Us Careers Interview Process and Career Growth Let's Grow Together Our commitment to inclusion and transparency starts on day zero with a clear, consistent interview process and continues throughout your career. The Interview Process All interviews are conducted via Zoom unless otherwise stated. Our interview process is subject to change, but here's generally what you can expect. Technical Roles Recruiter intro: 20-30 minutes Hiring manager: 30-45 minutes 2-3 panels, 1 hour minimum each: Role competency Technical competency Values interview  Final interview Non-Technical Roles Recruiter intro: 20-30 minutes Hiring manager: 30-45 minutes 2 panels, 1 hour each minimum Role/technical competency Values interview Final interview  Career Growth We take pride in ensuring every functional area of the business has an equal opportunity for career progression, and believe it is essential to be transparent about the principles and processes that drive an individual's career movement. We have career mapping tracks for individual contributors and people managers that allow each person to see the steps necessary to reach their next level. Interested in other departments within Anaconda? We have a Safari program that allows you to explore another career path to ensure it lives up to your expectations before making a change. Career Tracks Individual Contributor Track Associate Often times entry-level to discipline Follows prescribed directions and tasks Learning to be a resource for your team Intermediate Most skills are developed Main focus is developing self Resource for your team, can work independently Advanced Skills are developed Same level as Lead in manager... --- ### Diversity, Equity, and Inclusion > Diverse teams get better outcomes, so we don’t settle for less when it comes to building them. Our DEI group supports diversity and inclusion as a company-wide priority. - Published: 2023-03-07 - Modified: 2024-12-09 - URL: https://www.anaconda.com/about-us/careers/diversity About Us Careers Diversity and Inclusion Diversity and Inclusion Anaconda is passionate about diversity, equity, inclusion in our community and hiring. We’re better together, and our differences improve everything we do. Careers Diversity and Inclusion Diversity and Inclusion Anaconda is passionate about diversity, equity, inclusion in our community and hiring. We’re better together, and our differences improve everything we do. Diverse teams get better outcomes, so we don’t settle for less when it comes to building them. Our DEI group is an active group focusing on embracing diversity and practicing inclusion as a company-wide priority. Giving back to the community and providing access to resources for people of all backgrounds is near to our hearts. Below are organizations Anaconda has partnered with. As we continue to evolve and grow, we look forward to expanding this list. Out In Tech Girls Who Code --- ### Open Source > We are proud to distribute and contribute to a variety of open-source projects. Technologies for Data Science - Published: 2023-02-03 - Modified: 2023-04-26 - URL: https://www.anaconda.com/open-source Open Source Tools and libraries for data science, machine learning, and AI Support OSS You can help support ongoing innovation on projects like these in the open-source community. NumFOCUS is a non-profit organization supporting numerous open-source projects in support of an inclusive scientific and research community making impactful discoveries for a better world. Your donation goes directly to them and supports their work. Support the Cause Get Started Many of the most commonly used open-source data science and machine learning packages are automatically installed when you download Anaconda Distribution, and thousands of others can be installed by simply typing conda install . The Fundamentals Jupyter is an open-source project created to support interactive data science and scientific computing across programming languages. Jupyter offers a web-based environment for working with notebooks containing code, data, and text. Jupyter notebooks are the standard workspace for most Python data scientists. Jupyter A library for tabular data structures, data analysis, and data modeling tools, including built-in plotting using Matplotlib. pandas aims to be the fundamental high-level building block for doing practical, real-world data analysis with Python. pandas The SciPy library consists of a specific set of fundamental scientific and numerical tools for Python that data scientists use to build their own tools and programs. It provides many user-friendly and efficient numerical routines, such as routines for numerical integration, interpolation, optimization, linear algebra, and statistics. SciPy A core package for scientific computing with Python. NumPy enables array formation and basic operations with arrays. NumPy is used... --- ### Schedule a Demo > Schedule a demo to learn how Anaconda enables enterprise open-source innovation with a platform designed to support compliance, security, and governance requirements. - Published: 2023-01-10 - Modified: 2025-05-12 - URL: https://www.anaconda.com/request-a-demo Experience the Anaconda AI Platform Documented 119% return on investment with significant time savings for development teams Access more than 4,000 vetted Python packages and 12,000 compatible packages with reduced approval times and standardized workflows Seamlessly deploy across cloud, on-premises, containerized, and air-gapped environments Automated vulnerability scanning and policy enforcement catches security threats before deployment Get a Demo Complete this form to have one of our experts reach out to you about setting up a demo --- ### Leadership Team > Anaconda's executive team includes best in class product and operational leaders, and is focused on scaling Anaconda to new heights. - Published: 2022-12-08 - Modified: 2025-05-12 - URL: https://www.anaconda.com/about-us/leadership About Us Leadership The Leadership Team Anaconda is leading AI innovation and value under the leadership of the brightest minds and most experienced executives. About Us The Leadership Team With decades of experience across all functions, the Anaconda leadership team collectively believes in building a long term viable business by putting the customer first. Executive Leadership Team Senior Leadership Team David Ribble VP of Finance Michael Cademartori VP of Sales Joseph Currenti Director of Customer Experience Rachel Jordan Senior Director of Partnerships Hendrik De Vries Director of Client Success Greg Jennings Director of AI Engineering Alan McCarty Senior Director of Platform Steve Croce Senior Director of Products Susan Andrus Director of Product Operations Sydney Artt Director, People Bryan Tucker Sr Manager, IT Learn More About Anaconda NewsLearn More EventsLearn More CareersLearn More --- ### Free Download > Download Anaconda's open-source Distribution today. Discover the easiest way to perform Python/R data science and machine learning on a single machine. - Published: 2022-12-08 - Modified: 2025-06-08 - URL: https://www.anaconda.com/download Distribution Free Download* Register to get everything you need to get started on your workstation including Cloud Notebooks, Navigator, AI Assistant, Learning and more.   Easily search and install thousands of data science, machine learning, and AI packages Manage packages and environments from a desktop application or work from the command line Deploy across hardware and software platforms Distribution installation on Windows, MacOS, or Linux *Use of Anaconda’s Offerings at an organization of more than 200 employees requires a Business or Enterprise license. See Pricing  Provide email to download Distribution Don't miss out! Get access to: Cloud Notebooks, Anaconda Assistant, easy application deployment, learning resources, and updates from Anaconda. *Email Address: Please enter your email address. *Opt In: Agree to receive communication from Anaconda regarding relevant content, products, and services. I understand that I can revoke this consent here at any time. By continuing, I agree to Anaconda's Privacy Policy and Terms of Service. Submit Skip registration Success! Please check your email for the download link. function formSubmit { let formFields = document. getElementById('form-fields'); let headlineMsg = document. getElementById('headline'); let successMessage = document. getElementById('success-message'); const downloadForm = document. getElementById('download-form'); let emailField = document. getElementById('email'); const fieldWraps = document. getElementById('label-toggle'); const errorField = document. getElementById('email-row'); let optinLabel = document. getElementById('optin-label'); let optinField = document. getElementById('optin'); let optinFieldValue = false; const noteField = document. getElementById('note'); const svgSuccess = document. getElementById('svg-success'); const skipDL = document. getElementById('skip-download'); // Optin field capture optinLabel. addEventListener('click' , => { optinLabel. classList. toggle('clicked'); optinFieldValue = true; if (optinLabel.... --- ### Webinars > Power up your AI, machine learning, and data science projects with tutorials, product walkthroughs, productivity tips, and other webinars from Anaconda. - Published: 2022-12-06 - Modified: 2025-02-26 - URL: https://www.anaconda.com/resources/webinar Webinars Webinars --- ### Videos > Power up your AI, machine learning, and data science projects with tutorials, product walkthroughs, productivity tips, and videos from Anaconda. - Published: 2022-12-06 - Modified: 2025-02-13 - URL: https://www.anaconda.com/resources/video Videos Videos --- ### Reports > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2022-12-06 - Modified: 2025-02-13 - URL: https://www.anaconda.com/resources/report Reports --- ### Infographics > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2022-12-06 - Modified: 2025-01-22 - URL: https://www.anaconda.com/resources/infographic Infographics --- ### Whitepapers > Gain insights into artificial intelligence, data science, machine learning, and open source software, with whitepapers and thought leadership from Anaconda. - Published: 2022-12-06 - Modified: 2024-12-09 - URL: https://www.anaconda.com/resources/whitepaper Whitepapers Whitepapers --- ### Case Studies > Anaconda is the birthplace of Python data science. We are a movement of data scientists, data-driven enterprises, and open source communities. - Published: 2022-12-06 - Modified: 2025-02-13 - URL: https://www.anaconda.com/resources/case-study Case Studies --- ### Podcasts > Numerically Speaking: The Anaconda Podcast. Get insights about data science and the people that make it happen. Learn about AI, ML, and the numbers that shape our world. - Published: 2022-12-06 - Modified: 2024-12-09 - URL: https://www.anaconda.com/resources/podcast Podcasts Podcasts --- ### AI Resource Center > Stay on the leading edge of AI learning with webinars, podcasts, videos, and whitepapers covering the data science, machine learning, and industry topics you need. - Published: 2022-12-05 - Modified: 2024-12-09 - URL: https://www.anaconda.com/resources Resource Center Resource Center --- ### Blog > Leading-edge insights into AI, data science, and machine learning, plus productivity tips and industry news, from Anaconda's blog. - Published: 2022-12-05 - Modified: 2025-01-22 - URL: https://www.anaconda.com/blog Blog Blog --- ### Contact Us > Find the plan that's right for you by contacting the Anaconda sales team. Learn how to contact Support, and get contact info for Anaconda. - Published: 2022-12-05 - Modified: 2025-05-16 - URL: https://www.anaconda.com/contact Contact Us Contact Sales Join the millions of organizations globally who use Anaconda to scale their AI initiatives. Fill out the form to talk to a sales representative today and learn what the Anaconda AI Platform can do for your business. MktoForms2. loadForm("//know. anaconda. com", "387-XNW-688", 2447, function (form) { form. onSuccess(function (values) { drift. api. collectFormData(values, { campaignId: 2770959, followupUrl: '/thank-you' }); return false; }); }); Contact Anaconda Get Support If you are an Anaconda customer and need help, visit our resources. Support Center Anaconda. org Docs Community Partner with Us Tap into Anaconda’s extensive AI-focused customer network and deliver powerful AI-ready value to your customer base. Become a partner Mailing Address: Austin PO Box1108 Lavaca Street Suite 110-645Austin, TX, 78701, USA Berlin PO BoxFriedrichstrasse 12310117 Berlin, Germany --- ### Events > Join us at an event near you or online. Meet the Anaconda team and find the products and services to solve your AI and data science challenges. - Published: 2022-12-05 - Modified: 2025-06-04 - URL: https://www.anaconda.com/events Events and Webinars Join us at an event near you to hear from Anaconda experts and learn about our suite of AI and data science tools designed to help your team harness the power of open-source software with enterprise-grade security. Come and see why Anaconda is the operating system for AI! Personalized product demos offered at most events. Events and Webinars Join us at an event near you to hear from Anaconda experts and learn about our suite of AI and data science tools designed to help your team harness the power of open-source software with enterprise-grade security. Come and see why Anaconda is the operating system for AI! Personalized product demos offered at most events. Upcoming Events Past Events Watch all on demand webinars Let’s Connect Get in touch to learn more about Anaconda. Contact Us --- ### Our Open-Source Commitment > Anaconda has supported open-source innovation and project maintenance in the form of employee time, direct donations, event sponsorships, and more. Learn More - Published: 2022-12-05 - Modified: 2024-12-09 - URL: https://www.anaconda.com/our-open-source-commitment Our Open-Source Commitment Open-source software (OSS) has become foundational to tech stacks across a multitude of industries; as such, nurturing the health and vibrancy of the open-source community is of utmost importance to us. Over the last decade, Anaconda has devoted tens of millions of dollars to open-source innovation and project maintenance in the form of employee time, direct donations, event sponsorships, and more. We believe that OSS holds the key to unlocking tomorrow’s innovation, and we will continue to back this belief with active support. The Dividend Program In October 2020, we formalized a commitment to give a portion of our revenue directly back to the open-source community through the Anaconda Dividend Program. We launched the program in partnership with NumFOCUS, a nonprofit that provides crucial administrative services and operational support for over 50 open-source projects. Anaconda CEO and co-founder Peter Wang continues to serve on the NumFOCUS Advisory Council. Since the program’s inception, we have consistently exceeded our target donation amounts. Open-Source Development and Maintenance Our teams develop, contribute to, and maintain a variety of popular open-source projects including Dask, pandas, Numba, HoloViz, conda, BeeWare, PyScript, and more! We keep abreast of up-and-coming projects and are always open to working on new ones. Empowering Individuals and Small Businesses We offer free Anaconda Distribution access to individuals and organizations with fewer than 200 employees. It’s important to us to supply enterprise-grade data science tools for everyone, even those who may not have the resources to purchase them. Scholarship Program... --- ### About Anaconda > Sitting at the center of the AI revolution, Anaconda empowers our customers and community with data science tools, MLOps, and data management to propel projects forward. - Published: 2022-12-05 - Modified: 2025-06-05 - URL: https://www.anaconda.com/about-us Home Advancing AI with Open Source, at Scale Built on a rich history of open source and Python, Anaconda is the guardian of open innovation, helping users utilize AI to turn ideas into impact. Learn More About AI Platform Explore Careers Our History Anaconda was founded in 2012 by Peter Wang and Travis Oliphant out of the need to bring Python into business data analytics. The use of Python has since exploded, and it’s the most popular programming language used today. Anaconda now has over 300 full-time employees worldwide and is proud to serve over 40 million users! Our Leadership Team Anaconda is spearheading AI innovation and value with the guidance of the brightest minds and most experienced executives. Backed by Visionary Partners Recognized Industry Leadership Additional Resources for Your AI Journey Insights Get the latest news on Anaconda’s products and open-source AI initiatives Visit Newsroom Training Advance your AI, data science, and Python skills with our free courses View Now Content Explore our guides, reports, videos, white papers, events, and more View Now Careers Find a career at Anaconda. See all the open roles across the company View Roles Unlock the Full Potential of Open Source Join the 95% of Fortune 500 companies that leverage the security, speed, and scale of Anaconda’s trusted open source distribution to turn their AI strategy from vision to reality. Schedule a consultation to see how our platform can deliver ROI for your organization. Request a demo Anaconda Frequently Asked Questions - FAQs Python... --- ### IT > IT Admins, learn how to stop vulnerabilities, not workflows. - Published: 2022-12-05 - Modified: 2025-01-08 - URL: https://www.anaconda.com/it-admins Solutions IT Stop Vulnerabilities, Not Workflows Request a Demo Guard Your Python Open-Source Supply Chain Against Risks average amount of time it takes security teams to identify and contain a breach277 Days of data breaches are caused by human error, the most common threat vector82% average cost of a data breach in the United States$9. 4M Trust, Verify, and Secure Your Open-Source Supply Chain with Anaconda Security Teams Assume Multi-Faceted Risks Visibility and GovernancePython users can access software from untrusted sources, without security team reviews or control. Supply Chain SecurityMalicious packages lurk in the software supply chain and mitigating them is mission-critical. Data ProtectionEvery laptop represents a potential attack surface for a costly data breach. Dependency ManagementCareful integration of open-source software with other components and systems is critical. Support and MaintenanceOpen-source software requires continuous updates to ensure secure environments. Full Visibility and Security for Python Packages Control User Access Leverage user management that allows you to govern access to data, packages, and models. Isolated Environments Curate required packages and dependencies that are compliant with regulatory frameworks. Audit Trails Track and manage the use of software packages to comply with licensing requirements. Centralized Resource Management One platform to manage open-source resources and guard against cost overruns. Role-Based Access Controls Authorize users who can install and run software packages and access critical data and software. Full Visibility and Security for Python Packages Control User Access Leverage user management that allows you to govern access to data, packages, and models. Isolated Environments Curate... --- ### Solutions for Practitioners > Moving from idea to solution involves a complex network of dependencies and environments and can delay business insights. Anaconda simplifies that complexity. - Published: 2022-12-05 - Modified: 2025-01-02 - URL: https://www.anaconda.com/practitioners Solutions Practitioners With One Platform, What Will You Build? Start Coding Now Create and Share Any Python Application active users in one of the largest open-source Python communities35MM of data practitioners say meeting IT and InfoSec standards is a deployment roadblock34%Anaconda 2022 of practitioners say Python expertise is lacking on their teams28%Anaconda 2022 Build and Deploy Secure Python Applications Faster with Anaconda Data Analysis and Machine Learning Projects Are Complex Difficult to StartMoving from idea to solution involves a complex network of package dependencies and environments. "It Works On My Machine"When Python workflows run on one machine with unique environments, collaboration and reproducibility suffer. Deployment is ComplexMoving models into production requires significant work that can delay valuable insights and prevent the achievement of business value. Continuing EducationPractitioners must continuously learn, train, and refine their skill sets with high-quality training opportunities. Support for Open SourceWorking with open-source software requires access to reliable support and documentation for community-maintained tools. Unleash Innovation, Backed by the Python Experts Community Resources Tap into Anaconda's vast ecosystem of open-source software packages for data science, machine learning, and beyond. Expert Package Management Get one-click access to open-source tools, with environments, dependencies, and package compatibilities handled for you. Powerful and Versatile Avoid recoding by integrating the best open-source tools from across coding languages into your workflows. Collaboration Move from ideation to production in days with easier team collaboration and model reproducibility. Training on Demand Enhance your skillset with courses from industry professionals and learning paths to meet your... --- ### Enterprise Plan > Unlock data's business value faster, with thousands of multi-platform, multi-language open-source packages curated and secured by Python experts, with the Enterprise plan. - Published: 2022-12-02 - Modified: 2025-04-28 - URL: https://www.anaconda.com/enterprise Develop and Deploy Secure Python Solutions Unlock data's business value faster, with thousands of multi-platform, multi-language open-source packages curated and secured by Python experts. Request a Demo Preferred by users, built for the enterprise, powered by community Preferred by Users45MM+ users45MM active users in one of the largest open-source Python communities Built for the Enterprise250K+ Organizations250K+ organizations rely on Anaconda to drive innovation, including 93% of the Fortune 500 Powered by the Community$40MM+ to OSS$40MM+ contributed to open-source innovation and maintenance Develop and Deploy Secure Python Solutions Unlock data's business value faster, with thousands of multi-platform, multi-language open-source packages curated and secured by Python experts. Preferred by users, built for the enterprise, powered by community Preferred by Users35MM+ users35MM active users in one of the largest open-source Python communities Built for the Enterprise250K+ Organizations250K+ organizations rely on Anaconda to drive innovation, including 90% of the Fortune 500 Powered by the Community$40MM+ to OSS$40MM+ contributed to open-source innovation and maintenance One Platform Powers AI and Data Science Anaconda's platform empowers individuals and organizations to develop and deploy secure Python solutions, faster. Build Develop myriad Python solutions, from simple dashboards to powerful deep learning applications. Move from idea to production faster than ever with Anaconda’s trusted packages, environment management, and workflow tools. Learn More Deploy Centralize collaboration, ease reproducibility, and enjoy one-click deployment, so you can spend more time tackling your next project and less time dealing with deployment challenges. Learn More Secure Empower scalable, secure workflows while ensuring governance, security, and... --- --- --- ## Posts ---