A roundup of technical Q&A's from the DVC community. This month, we discuss using CI/CD to validate models, advanced DVC pipeline scenarios, and how CML adds pictures to your GitHub and GitLab comments.

Catch our monthly updates- featuring the CML release, DVC meetup recap, a new video tutorial series, and the best reading about pipelines and DataOps.

Use your own GPUs with GitHub Actions & GitLab for continuous machine learning.

A roundup of technical Q&A's from the DVC community. This month, we discuss getting started with CML, configuring your DVC cache, and how to request a tutorial video.

We've made a painless tab-completion script generator for Python applications! Find out how to take advantage of it in this blog post.

A video tutorial abut 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.