AI and ML are becoming an essential part of software engineering. The traditional engineering toolset does not fully cover machine learning team’s needs. The teams need new tools for data versioning, ML pipeline versioning, ML model versioning, experiments metrics tracking, and others.

First talk: Open source tools for machine learning models and dataset versioning