Learn ML and AI infrastructure in the browser
We are the developers of an open-source package Metaflow that we started at Netflix. Metaflow provides a human-friendly interface to the full stack of ML infrastructure, including data access, compute, workflow orchestration, and versioning. It is used by hundreds of companies across industries. Over the past years, we have seen that there are two major stumbling blocks for folks who want to learn to build real-world ML applications: 1) Setting up the full infrastructure stack in the cloud costs time and money. The investment is worth it once you know what you want to do, but that's not…
Learn ML and AI infrastructure in the browser launched on March 15, 2023 with 13 votes, #1,829 of 5,007 launches that month and more than 75% of that year's launches. The site was still online in September 2026, 3 years on.
In plain words
Learn ML and AI Infrastructure in the Browser is an educational platform from the creators of Metaflow, an open-source package used by hundreds of companies for machine learning workflows. It provides an interactive browser-based environment for learning to build real-world ML applications without the cost and complexity of setting up cloud infrastructure. The platform teaches users how to work with data access, compute, workflow orchestration, and versioning through hands-on exercises that map models to actual production workflows.
written from the facts on this page · September 2026
From the sources
Metaflow Sandboxes are now loaded with many new interactive ML tutorials: learn how to build production-ready ML systems right in your browser.
In the maker’s words, at launch
We are the developers of an open-source package Metaflow that we started at Netflix. Metaflow provides a human-friendly interface to the full stack of ML infrastructure, including data access, compute, workflow orchestration, and versioning. It is used by hundreds of companies across industries. Over the past years…
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