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

    Tutorial

    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
    Tuning Hyperparameters with Reproducible Experiments
    Using DVC, you'll be able to track the changes that give you an ideal model.
    • Milecia McGregor
    • Jul 19, 20218 min read
    Cloud Data Sync Methods and Benchmark: DVC vs Rclone
    DVC 1.0 optimized data synchronization to and from remote storage. Here's how we did it.
    • Peter Rowlands
    • Nov 26, 202013 min read
    November ’20 Heartbeat
    Catch our monthly updates- featuring new video docs and talks, new jobs at DVC, and must-read contributions from the community about MLOps, data science with R, and ML in production.
    • Elle O'Brien
    • Nov 11, 20203 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
    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
    NEW VIDEO! 🎥 MLOps Tutorial #1: Intro to continuous integration for ML
    A video tutorial about using continuous integration in data science and machine learning projects. This tutorial shows how to use GitHub Actions and Continuous Machine Learning (CML) to create your own automated model training and evaluation system.
    • Elle O'Brien
    • Jul 24, 20201 min read
    What data scientists need to know about DevOps
    A philosophical and practical guide to using continuous integration (via GitHub Actions) to build an automatic model training system.
    • Elle O'Brien
    • Jul 16, 20209 min read
    Packaging data and machine learning models for sharing
    A virtual poster for SciPy 2020 about sharing versioned datasets and ML models with DVC.
    • Elle O'Brien
    • Jun 26, 20205 min read