MLOps

NEW VIDEO! 🎥 MLOps Tutorial #1: Intro to continuous integration for ML

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.

Elle O'Brien

July 24, 2020

2 minutes read

What data scientists need to know about DevOps

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

Elle O'Brien

July 16, 2020

12 minutes read

July ’20 Heartbeat

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!

Elle O'Brien

July 10, 2020

5 minutes read

New Release: Continuous Machine Learning (CML) is CI/CD for ML

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.

Dmitry Petrov

July 7, 2020

6 minutes read

DVC 1.0 release: new features for 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.

Dmitry Petrov

June 22, 2020

9 minutes read

June ’20 Heartbeat

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.

Elle O'Brien

June 8, 2020

6 minutes read