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    Iterative Blogs

    Find here Iterative news, findings, interesting reads, community takeaways, deep dive into machine learning workflows from data versioning and processing to model productionization.
    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
    September '20 Community Gems
    A roundup of technical Q&A's from the DVC community. This month, we discuss customizing your DVC plots, the difference between external dependencies and outputs, and how to save models and data in CI.
    • Elle O'Brien
    • Sep 28, 20205 min read
    September ’20 Heartbeat
    This month, catch us on the Software Engineering Daily Podcast, check out our favorite DVC and CML tutorials and projects, and celebrate 1000 YouTube subscribers!
    • Elle O'Brien
    • Sep 09, 20203 min read
    August '20 Community Gems
    A roundup of technical Q&A's from the DVC community. This month, we discuss using CI/CD to validate models, advanced DVC pipeline scenarios, and how CML adds pictures to your GitHub and GitLab comments.
    • Elle O'Brien
    • Aug 27, 20205 min read
    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, 20205 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, 20203 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, 20205 min read
    (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.
    • Casper da Costa-Luis
    • Jul 27, 20203 min read