A step-by-step introduction to DVC by building a simple NLP project from scratch.
Learn how to install DVC and initialize project.
Data and Model Versioning
Learn how to start versioning, share large files, ML models, datasets with Git and DVC.
Accessing Data and Models
Learn how to use data from another DVC project, access it via Python API and CLI.
Process data and generate outputs in a reproducible way.
Connect stages by outputs and dependencies, to create a dependency graph (or a data pipeline).
Experiments and Metrics
Try different approaches or solutions and compare their results.