Posts tagged with "CI/CD"

The Road to Hell Starts with Good MLOps Intentions
Why we believe extending best practices of software engineering to machine learning projects will streamline ML and AI development and keep all of us off the road to hell.
  • Dmitry Petrov
  • Sep 07, 20215 min read
Introducing DVC Studio
🚀 We are excited to release DVC Studio, the online UI for DVC and CML. Use DVC Studio for ML versioning, visualization, teamwork and no-code automation on top of DVC and Git. Read all about the exciting features and watch videos to get started quickly.
  • Tapa Dipti Sitaula
  • Jun 02, 20215 min read
DVC 2.0 Release
Today is DVC 2.0 release day! Watch a video from DVC-team when we explain the new features and read more details in this blog post.
  • Dmitry Petrov
  • Mar 03, 202119 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
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
Subscribe for updates. We won't spam you.