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    Tutorial

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    Tutorial: Scalable and Distributed ML Workflows with DVC and Ray on AWS (Part 2)
    Need to setup DVC to work with Ray Cluster on AWS? This tutorial has you covered!
    • Mikhail Rozhkov
    • Mar 13, 202416 min read
    Tutorial: Scalable and Distributed ML Workflows with DVC and Ray (Part 1)
    This tutorial introduces you to integrating DVC (Data Version Control) with Ray, turning them into your go-to toolkit for creating automated, scalable, and distributed ML pipelines.
    • Mikhail Rozhkov
    • Mar 12, 202415 min read
    Running DVC on a SLURM cluster
    Learn how Exscientia uses DVC experiments on a cloud-deployed SLURM cluster to scale their ML experimentation.
    • Dom Miketa
    • Mar 11, 20248 min read
    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
    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
    Dataset Factory - A Toolchain for Generative Computer Vision Datasets
    Learn about our latest approach to mastering your Unstructured Data and metadata.
    • Jeny De Figueiredo
    • Mar 25, 20241 min read
    Tutorial: Scalable and Distributed ML Workflows with DVC and Ray on AWS (Part 2)
    Need to setup DVC to work with Ray Cluster on AWS? This tutorial has you covered!
    • Mikhail Rozhkov
    • Mar 13, 202416 min read
    Tutorial: Scalable and Distributed ML Workflows with DVC and Ray (Part 1)
    This tutorial introduces you to integrating DVC (Data Version Control) with Ray, turning them into your go-to toolkit for creating automated, scalable, and distributed ML pipelines.
    • Mikhail Rozhkov
    • Mar 12, 202415 min read

    DVC Studio

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    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
    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
    December '22 Heartbeat
    Monthly updates are here! Great content from the Community, including a DVC extension for VS Code tutorial, sweet MLOps guide, framework agnostic ml pipeline with DVC and non-Python apps to integrate ML models with MLEM. Welcome to December!
    • Jeny De Figueiredo
    • Dec 16, 20226 min read
    Turn Your Favorite IDE into a Full Machine Learning Experimentation Platform
    DVC extension enables you to run, track and manage ML experiments without leaving VS Code.
    • Tapa Dipti Sitaula
    • Nov 16, 20232 min read
    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
    Instant Experiment Tracking: Just Add DVC!
    Experiment tracking in DVC with a few lines of Python.
    • Dave Berenbaum
    • Dec 15, 20223 min read