August '20 Heartbeat
Catch our monthly updates- featuring the CML release, DVC meetup recap,
a new video tutorial series, and the best reading about pipelines and
DataOps.
CML self-hosted runners on demand with GPUs
Use your own GPUs with GitHub Actions & GitLab for continuous machine learning.
July '20 Community Gems
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.
(Tab) Complete Any Python Application in 1 Minute or Less
We've made a painless tab-completion script generator for Python applications!
Find out how to take advantage of it in this blog post.
NEW VIDEO! 🎥 MLOps Tutorial #1:
Intro to continuous integration for ML
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.
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.
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!
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