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    DVC AI Blog

    Find here DVC AI news, findings, interesting reads, community takeaways, deep dive into machine learning workflows from data versioning and processing to model productionization.

    January '21 Community Gems
    A roundup of technical Q&A's from the DVC community. This month: parallelize your data transfer, compressed datasets, and DVC pipelines in CI/CD.
    • Elle O'Brien
    • Jan 26, 20214 min read
    January ’21 Heartbeat
    Monthly updates are here! read all about our new R language tutorial, putting DVC to work on an image segmentation pipeline, and a new fast way to setup your DVC remote.
    • Elle O'Brien
    • Jan 20, 20213 min read
    December '20 Community Gems
    A roundup of technical Q&A's from the DVC community. This month, read about custom DVC plots, teamwork with DVC, CML without Docker, and maintaining several pipelines in parallel!
    • Elle O'Brien
    • Dec 30, 20204 min read
    December ’20 Heartbeat
    Monthly updates are here- read all about our brand new video docs, the DVC Udemy course, open jobs with our team, and essential reading about Git-flow with DVC.
    • Elle O'Brien
    • Dec 18, 20203 min read
    Cloud Data Sync Methods and Benchmark: DVC vs Rclone
    DVC 1.0 optimized data synchronization to and from remote storage. Here's how we did it.
    • Peter Rowlands
    • Nov 26, 202013 min read
    November '20 Community Gems
    A roundup of technical Q&A's from the DVC community. This month, learn how to clean your cache and use Git hooks with DVC. And here's an early holiday gift- new Bitbucket support for CML!
    • Elle O'Brien
    • Nov 25, 20205 min read
    November ’20 Heartbeat
    Catch our monthly updates- featuring new video docs and talks, new jobs at DVC, and must-read contributions from the community about MLOps, data science with R, and ML in production.
    • Elle O'Brien
    • Nov 11, 20203 min read
    October '20 Community Gems
    A roundup of technical Q&A's from the DVC community. This month, learn how DVC files work, how to use DVC plots for multi-class classification problems, and how to deal with some spooky error messages 👻.
    • Elle O'Brien
    • Oct 26, 20204 min read
    October ’20 Heartbeat
    This month, hear about our international talks, new video docs on our YouTube channel, and the best tutorials from our community.
    • Elle O'Brien
    • Oct 12, 20203 min read