Model Versioning: Why, When, and How

Models are the new code. In the wild-west of data science and ML tools, versioning, management, and deployment of models are massive hurdles. Drawing on experience with ModelDB and Verta, this talk presents best practices and tools for model versioning—a Git for ML models—enabling rapid deployment and high quality of deployed ML models.