Open-source tools to version control Machine Learning models and experiments

AI and ML are becoming an essential part of the engineering and data science everyday workflow. ML teams need new tools for data versioning, ML pipeline versioning, experiments metrics visualization and others. Do you have the tools to successfully version data and ML pipelines, visualize experiments, and more? Come and join us for a discussion on the best ML practices! In this talk, Dmitry Petrov will discuss: - The current practices of organizing ML projects using open-source tools like Git, MLflow, and DVC.org.