Best Machine Learning Software: 8 Open-Source Tools for 2026
Machine learning is quickly becoming a cornerstone of innovation for businesses across industries. Yet for many teams, choosing the right machine learning software can feel overwhelming. Open-source tools offer an accessible starting point, empowering users to build models, analyze data, and unlock insights without the high costs of proprietary solutions. Python stands out for its […]
Financial Firm Modernizes Risk with 300 Developers
Active Modelers 200 The Challenge A major European financial institution needed to modernize from legacy 1980s statistical software to Python-based risk modeling while operating under stringent security, data residency, and regulatory compliance requirements. The Outcome The Anaconda Platform provided centralized Python development with enterprise governance, curated package repositories, automated vulnerability detection, and complete audit trails […]
Sports Betting Operator Centralizes Python Governance for ETL
Packages Across Fleet 3000 The Challenge Sports betting operator lacked centralized visibility into Python packages across server fleet, couldn’t assess security risks, enforce standards, or maintain audit trails for business-critical ETL pipelines. The Outcome Deployed Anaconda Platform to catalog environments, enable CVE scanning, configure automated policies, establish audit trails, and ensure trusted package sources—all without […]
Hyperbound Builds Enterprise AI Sales Coach with Conda
Reduced evaluation cycle time 0 % The Challenge Manual AI evaluation took days, version mismatches created inconsistent results across engineer setups, and enterprise customers demanded rigorous security compliance including SOC 2 Type II certification. The Outcome Standardized development on Conda wrapped in Docker for consistent environments, automated compliance workflows, and centralized package management that enabled […]
Open-Source Python Libraries and Tools for 2026
Python is one of the most widely used programming languages in the world, particularly for data analysis, machine learning, and artificial intelligence. A key reason for its popularity is its ecosystem of open-source Python libraries—pre-written modules of code that let programmers and software engineers accomplish complex tasks without building everything from scratch. An open-source Python […]
AI Governance Guide: Building Trust into Your Platform
Enterprise AI adoption is being held back, not by lack of innovation, but by lack of trust. While organizations rush to implement AI, they’re discovering that ungoverned open-source software creates heightened security and compliance risks. The companies best positioned to succeed with AI are those that solve AI governance first—turning it from a blocker into […]
Anaconda Product Leaders: 2025 Recap and 2026 Vision
https://customer-5tys6ele52eg8fgc.cloudflarestream.com/90fdd759c8017fcc42f5f22084c875fe/manifest/video.m3u8 About 2025 was Anaconda’s biggest product year yet. Could 2026 be even bigger? Join Kory Cunningham, VP of Product, Platform, and Seth Clark, VP of Product, AI, for a fireside chat about our most significant launches this year. You’ll also get early insight into the features we’re working on (hint: secure pip install is coming!) You’ll learn: […]
Driving Innovation with Python in Financial Services
As financial services become increasingly data-intensive, traditional tools like spreadsheets often can’t keep pace with growing datasets and complex analysis requirements. Hear from John Wengler, Executive Director at the Canadian Imperial Bank of Commerce (CIBC), who streamlined his workflows and significantly reduced his work time using Python and Anaconda. He will share how he successfully […]
The Ultimate conda Environment Management Guide
Introduction This document collects configurations, best practices, and other advice from Anaconda’s Professional Services team, compiled across hundreds of customer projects. It is not yet well structured, organized, or proofread, but it still may be helpful! What it covers is advice about configuring conda, specifying environments, managing channels, and generally using conda to meet your […]
Moog Cuts Analysis Time 75% with the Anaconda Platform
Shorter Analysis Time 0 % The Challenge Moog’s engineering teams spent 2-3 days manually processing complex vibration analysis data across multiple software platforms, creating time-intensive, error-prone workflows that couldn’t scale. The Outcome Automated vibration analysis workflow using Anaconda’s Python platform to directly extract ANSYS data, automate calculations, generate standardized outputs, and reduce analysis time by […]