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    Tutorial

    Running Collaborative Experiments
    Sharing experiments with teammates can help you build models more efficiently.
    • Milecia McGregor
    • Dec 13, 20214 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
    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