Posts tagged with "CML"

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.
  • Elle O'Brien
  • Aug 10, 20207 min read
CML self-hosted runners on demand with GPUs
Use your own GPUs with GitHub Actions & GitLab for continuous machine learning.
  • David G Ortega
  • Aug 07, 20205 min read
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.
  • Elle O'Brien
  • Jul 31, 20208 min read
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.
  • Elle O'Brien
  • Jul 24, 20202 min 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
  • Jul 16, 202012 min read
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