Posts tagged with "MLOps"

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
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
  • Jul 10, 20207 min 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
  • Jul 07, 20206 min 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
  • Jun 22, 20209 min 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
  • Jun 08, 20208 min read
May '20 DVC❤️Heartbeat
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.
  • Elle O'Brien
  • May 14, 20207 min read
DVC 3 Years 🎉 and 1.0 Pre-release 🚀
Today, we've got three big announcements: 🎉 3rd-year anniversary of DVC, 🚀 DVC 1.0 pre-release is ready and ⭐ 5000 GitHub starts.
  • Dmitry Petrov
  • May 04, 20207 min read
April '20 DVC❤️Heartbeat
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.
  • Elle O'Brien
  • Apr 06, 20206 min read
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