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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.

    The DVC 3.0 Stack: Beyond the Command Line
    DVC 3.0 introduces a stack of tools outside the command line to bring it closer to where you work (in code, IDE, web) while also focusing on DVC fundamentals.
    • Dave Berenbaum
    • Jun 14, 20234 min read
    Managing OpenFOAM Physical Simulations with DVC, CML, and Studio (Part 2)
    In this second part, we discuss how to utilize cloud computing resources and visualize simulation data with CML and Iterative Studio.
    • Mikhail Rozhkov
    • May 10, 20236 min read
    Testing external contributions using GitHub Actions secrets
    Learn how to test open source contributors' pull requests using GitHub Actions secrets, securely.
    • Helio Machado
    • Apr 20, 20232 min read
    Managing OpenFOAM Physical Simulations with DVC, CML, and Studio (Part 1)
    In the first part of the series we learn how to use DVC for OpenFOAM simulation experiments and data management.
    • Mikhail Rozhkov
    • Apr 17, 202314 min read
    Automate Your ML Pipeline: Combining Airflow, DVC, and CML for a Seamless Batch Scoring Experience
    This tutorial shows you how to supercharge your batch scoring workflow by harnessing the power of Aiflow, DVC and CML.
    • Mikhail Rozhkov
    • Mar 22, 202310 min read
    Organize Your Storage with DVC Cloud Versioning
    DVC cloud versioning makes it easy to take full advantage of your cloud provider’s built-in versioning capabilities.
    • Dave Berenbaum
    • Feb 22, 20235 min read
    Real-time visualization of Computer Vision model training with DVC and Iterative Studio
    Save time and resources by tracking your deep learning experiments in real-time with DVC and Iterative Studio.
    • Maxim Shmakov
    • Feb 13, 20234 min read
    MLEM + Modal + nanoGPT
    Train and deploy your own GPT model in 2 easy steps!
    • Mike Sveshnikov
    • Feb 08, 20232 min read
    Deploy Computer Vision Models Faster and Easier
    One command to serve CV models from your laptop in the cloud 🚀
    • Mike Sveshnikov
    • Jan 19, 20233 min read