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    Product updates, news, tutorials, integrations, and deep dives.

    DVC

    Running Collaborative Experiments
    Sharing experiments with teammates can help you build models more efficiently.
    • Milecia McGregor
    • Dec 13, 20214 min read
    Don't Just Track Your ML Experiments, Version Them
    ML experiment versioning brings together the benefits of traditional code versioning and modern day experiment tracking, super charging your ability to reproduce and iterate on your work.
    • Dave Berenbaum
    • Dec 07, 20214 min read
    November '21 Community Gems
    A roundup of technical Q&A's from the DVC and CML community. This month: CML runners, working with data, DVC Studio, and more.
    • Milecia McGregor
    • Nov 30, 20214 min read
    November '21 Heartbeat
    Monthly updates are here! You will find great tutorials and workflows from the Community, Apache Airflow Integration, new CML docs, DVC en Español, news from the team, update on the coming online course, and more! 😅
    • Jeny De Figueiredo
    • Nov 17, 20217 min read
    October '21 Heartbeat
    Monthly updates are here! The word of the month is workflows! Checkout how Community members improve their workflows with DVC and CML. Find out news from the team, new learning opportunities, and more!
    • Jeny De Figueiredo
    • Oct 15, 20217 min read
    Adding Data to Build a More Generic Model
    You can easily make changes to your dataset using DVC to handle data versioning. This will let you extend your models to handle more generic data.
    • Milecia McGregor
    • Oct 05, 20217 min read
    September'21 Heartbeat
    Monthly updates are here! Awesome new tutorials and guides from the Community, cat's out of the bag on VS Code extension, doc updates, DVC + Streamlit Meetup video, and more!
    • Jeny De Figueiredo
    • Sep 14, 20214 min read
    Using Experiments for Transfer Learning
    You can work with pretrained models and fine-tune them with DVC experiments.
    • Milecia McGregor
    • Aug 24, 202112 min read
    August'21 Heartbeat
    Monthly updates are here! The new data centricity focus, a comparison of DVC, MLFlow and Metaflow, tutorials and tool stacks, doc updates and more!
    • Jeny De Figueiredo
    • Aug 17, 20215 min read