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DVC: data versioning and ML experiments on top of Git, Dmitry Petrov
How to Version Control Your Data and Models with DVC
Version and Stream data with DVC and DDA
Everything you need to know about Hashing in DVC
Data Version Control Tutorial: Step-by-Step Setup Guide for ML & Data Science Teams
Data Versioning and Reproducible ML with DVC and MLflow
Hands-on with DVC | Data Versioning in MLOps
Data Versioning with DVC | MLOps Tutorial (Lesson 3)
Machine Learning Pipelines with DVC (Hands-On Tutorial!)
Reproducible ML Experiments with Git and DVC
Alessia Marcolini: Version Control for Data Science | PyData Berlin 2019
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Last Updated: October 27, 2026
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Summary
In this code-free, five-minute explainer for complete beginners, we'll teach you about Full playlist on version control: bit.ly/3Rs5d1r Source code: bit.ly/3CoWoA3 Article: bit.ly/3yc3WVt Chapter: ... Git revolutionised code collaboration, but it chokes on the gigabyte-scale datasets and Watch Milecia McGregor's talk and live coding at PyData SoCal on Reproducible experiments with Git and Speaker: Alessia Marcolini Track:PyData Are you versioning your
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