Versioning Data For Machine Learning

By Editorial Team · October 19, 2026 · 6 min read

Versioning Data For Machine Learning Information Guide

  1. Overview on Versioning Data For Machine Learning
  2. Main Features
  3. Recent Updates
  4. Full Guide
  5. Summary

Overview on Versioning Data For Machine Learning

Information How to manage model and data versions Guide
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Main Features

Full Versioning and Provenance -- ML in Production Course @ CMU -- Lecture 18 Guide
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Recent Updates

Details Versioning Data with DVC (Hands-On Tutorial!) News
Stay updated on Versioning Data For Machine Learning's latest milestones.

Yonatan Alexander - Best practices and solution design using data versioning for machine learning
Yonatan Alexander - Best practices and solution design using data versioning for machine learning
Version Control for Data Science Explained in 5 Minutes (No Code!)
Version Control for Data Science Explained in 5 Minutes (No Code!)
Model Versioning: Why, When, and How
Model Versioning: Why, When, and How
Data Versioning for Machine Learning ft. Dmitry Petrov CEO of Iterative.ai
Data Versioning for Machine Learning ft. Dmitry Petrov CEO of Iterative.ai
Model Versioning Why, When, and How
Model Versioning Why, When, and How
Data Version Control using DVC | DVC in MLOPS | MLOps Basics in Machine Learning
Data Version Control using DVC | DVC in MLOPS | MLOps Basics in Machine Learning
The 3 Categories of Data Versioning
The 3 Categories of Data Versioning
Data Versioning with LakeFS and LakeFS-SpecMax Mynter & Jan Willem Kleinrouweler
Data Versioning with LakeFS and LakeFS-SpecMax Mynter & Jan Willem Kleinrouweler
Data versioning in machine learning projects - Dmitry Petrov
Data versioning in machine learning projects - Dmitry Petrov
Versioning Machine Learning Models and Data - Geek Night Talk (DVC)
Versioning Machine Learning Models and Data - Geek Night Talk (DVC)
Data Versioning and Reproducible ML with DVC and MLflow
Data Versioning and Reproducible ML with DVC and MLflow

Full Guide

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Last Updated: October 19, 2026

Summary

Full Versioning Data for Machine Learning Guide
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Summary

This is the eighteens lecture of the This tutorial is for total beginners to get started using DVC and Git to Sergey Karayev ( twitter.com/sergeykarayev) covers the four levels of pydata.org The workshop will be a walkthrough of a project demonstrating ... In this code-free, five-minute explainer for complete beginners, we'll teach you about Dmitry Petrov is the Co-Founder & CEO at Iterative.ai. He is a former researcher turned startup founder. With a background in Geek Night Talk on DVC DVC: dvc.org/ DagsHub: dagshub.com/ Demo Code Github Repo: ...

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