A New and Simple Way to Publish Your Data Applications
We are thrilled to announce a groundbreaking solution for publishing your data applications: Anaconda cloud notebooks with Panel app deployment. Panel, an open-source Python tool, now seamlessly integrates with Anaconda’s cloud notebook service, providing users an effortless way to share notebook results and make them readily accessible to others. Please watch this video to see […]
Amazing Open-Source AI Successes
Artificial intelligence (AI) is rapidly transforming the way we live and work. From helping us automate mundane tasks to helping organizations realize previously unheard-of value and more, AI is becoming an integral part of our lives. But the real power of AI lives in its potential to evolve by utilizing open-source projects that enable developers […]
New! Free Assisted Migration to Anaconda’s Data Science Platform
Adopting Anaconda’s data science platform is easier than ever with free assisted migration. Introducing Free Assisted Migration to Anaconda’s Data Science Platform We are excited to announce free migration assistance for any Enterprise plan customer transitioning from another data science platform to Anaconda. Free assisted migration to Anaconda’s data science platform makes it easier than […]
How Tech and Data Science Can Support Green Energy Initiatives
Green energy technology development has gained a lot of traction in recent years due to its effectiveness in reducing carbon footprints while also meeting energy consumption needs. Studies have shown that diversity of thought leads to optimal solutions; taking this analogy to the energy space, we seek to attain a balance that both satisfies demand […]
The Best Open-Source Tools for Machine Learning
Are you interested in machine learning (ML) but don’t know where to start? If so, you’re in luck—there are plenty of open-source tools available that can help you begin. Open-source tools not only give users access to a wealth of resources and knowledge from the community, but they also allow for collaboration with other developers […]
6 Considerations for Developing AI for Manufacturing
AI techniques like machine learning (ML) and deep learning (DL) offer new ways to optimize processes, automate workflows, detect anomalies, and reduce costs in manufacturing industries, with a potential value estimated at $2 trillion. However, these techniques can be tricky to implement and apply, with many potential pitfalls for the unwary. Let’s explore some use […]
Benchmarking a dask-parquet-s3 workflow
Foreword Benchmarking is hard and usually biased by the author’s experience and viewpoint, which strongly affects what they choose to benchmark and how many “tricks” they know to optimize performance. This article is an extension of benchmarking on the Coiled blog, which showed that using PyArrow string rather than python string objects is beneficial for […]
3 Open-Source Tools That Make an AI Platform
Artificial intelligence (AI) is fast becoming the go-to technology for digital transformation, enhancing customer experience and reducing operational costs across industries. And while most developers of AI will never have to build an AI platform, there are advantages to curating an integrated stack of tools and repositories for building, deploying, and securing your applications of […]
Intake Gets Some Wings From DuckDB
Loading data can be a pain. Let’s say you have a 100GB folder of Gzipped CSVs sitting on Amazon S3 — what is the simplest way of converting this dataset into a Dask DataFrame that your data science team can work with? What about a Jupyter notebook that contains the five-ish lines of Python needed […]
New! CVE Association for Conda-Forge Packages Helps Secure Your Software Supply Chain
Secure your conda-forge packages with CVE association. Introducing Conda-Forge CVE Association Organizations often face a balancing act when it comes to leveraging open-source software and ensuring the security of their data science pipelines. Most security tools on the market are built for DevOps and languages such as JavaScript, and they generally don’t work well for […]