Some common industry choices for data version control are Git LFS, DVC, Weights & Biases, Neptune, Dolt, lakeFS and FastDS. After assessing the value of a mini-POC, it’s time to find champions ...

DVC provides users with a Git-like interface for versioning data, models, and pipelines, bringing version control to machine learning and solving the challenges of reproducibility. Experiment ...

Highlights include introducing the Data Version Control (DVC) and Continuous Machine Learning (CML) open source projects followed by the addition of Experiment Versioning in DVC. Iterative was ...