DVC (Data Version Control)

Master DVC: Git for data and ML pipelines. Learn dvc add, dvc push, pipelines (dvc.yaml), experiments, and the patterns for reproducible ML.

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Lessons in This Topic

Work through these 6 lessons in order, or jump to whichever topic you need most.

DVC Overview

Beginner

dvc add and push

Intermediate

DVC Pipelines (dvc.yaml)

Intermediate

DVC Experiments

Intermediate

DVC Remotes (S3, GCS, Azure)

Advanced

DVC vs MLflow

Intermediate