MLOps

A video tutorial about using continuous integration in data science and machine learning projects. This tutorial shows how to use GitHub Actions and Continuous Machine Learning (CML) to create your own automated model training and evaluation system.

A philosophical and practical guide to using continuous integration (via GitHub Actions) to build an automatic model training system.

Catch up on new DVC releases, talks, and projects in our community. This month, we recap the DVC 1.0 release, making the list of top 20 fastest growing open-source startups, and interviews galore. Plus: 📣 an invitation to the next DVC meetup!

Today we're launching Continuous Machine Learning (CML), a new open-source project for CI/CD with ML. Let's bring the power of DevOps to ML or MLOps.

Today we're releasing DVC 1.0 with new exciting features that users were waiting for ❤️. Find all the details in this blog post.

Catch up on new DVC releases, talks, and projects in our community. This month, learn about finishing touches on DVC 1.0, DVC in biomedical research, recommended reading and upcoming MLOps talks.

Catch up on new DVC releases, talks, and projects in our community. This month, learn about new features in the DVC 1.0 release, ways to get involved, and more from the intersection of data science and software engineering.

Today, we've got three big announcements: 🎉 3rd-year anniversary of DVC, 🚀 DVC 1.0 pre-release is ready and ⭐ 5000 GitHub starts.

Catch up on new DVC releases, talks, and projects in our community. This month, learn what we're up to in MLOps, CI/CD, and the intersection of data science and software engineering.