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GitOps for Machine Learning Pipelines Rishit Dagli, University of Toronto & Shivay Lamba
How to manage model and data versions
Make complex Kedro pipelines - Apply versioning to datasets
Version and Stream data with DVC and DDA
Machine Learning Data Lineage with MLflow and Delta Lake
DVC: data versioning and ML experiments on top of Git, Dmitry Petrov
Versioning Data with DVC (Hands-On Tutorial!)
Versioning and Provenance -- ML in Production Course @ CMU -- Lecture 18
How to implement data versioning with Databricks
How to easily set up and version control your Machine Learning Pipelines | PyData Amsterdam 2019
Data versioning in machine learning projects - Dmitry Petrov
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Last Updated: August 18, 2026
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