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    Data Version Control in Real Life

    We write about machine learning workflow. From data versioning and processing to model productionization. We share our news, findings, interesting reads, community takeaways.
    June '21 Community Gems
    A roundup of technical Q&A's from the DVC community. This month: DVC pipeline configs, working with remotes, file handling and more.
    • Milecia McGregor
    • Jun 30, 20215 min read
    June '21 Heartbeat
    Monthly updates are here! Making sense of the MLOps Landscape, Community love, our MLOps philosophy, DVC Studio, R for DVC, new learning opportunities, team members and more!
    • Jeny De Figueiredo
    • Jun 18, 20219 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, 20216 min read
    May '21 Community Gems
    A roundup of technical Q&A's from the DVC and CML community. This month: remote storage integration, removing old experiments, ideas for running CML pipeline reports and more.
    • Milecia McGregor
    • May 28, 20218 min read
    May ’21 Heartbeat
    Monthly updates are here! We've hit 30 team members! MLOps learning opportunities, tutorials with integrations, conference videos, Discord server growth, and more!
    • Jeny De Figueiredo
    • May 21, 20219 min read
    Git Custom References for ML Experiments
    In DVC 2.0, we’ve introduced a new feature set aimed at simplifying the versioning of lightweight ML experiments. In this post, we’ll dive into how exactly these new experiments work.
    • Peter Rowlands
    • Apr 19, 20217 min read
    April ’21 Heartbeat
    Monthly updates are here! Loads from the Community, use cases, videos, 5 new hires, and more!
    • Jeny De Figueiredo
    • Apr 16, 20217 min read
    March '21 Community Gems
    A roundup of technical Q&A's from the DVC community. This month: remote storage integration, hyperparameter tuning, best practices for managing experiments and more.
    • Jeny De Figueiredo
    • Mar 31, 20215 min read
    March ’21 Heartbeat
    Monthly updates are here! News, use cases, videos, journal publications and more!
    • Jeny De Figueiredo
    • Mar 15, 20216 min read