mlFlow is a framework that supports the machine learning lifecycle. Learn more about how MLflow from Databricks simplifies ML. MLflow Projects are a standard format for packaging reusable data science code. MLflow is an open source platform for managing the end-to-end machine learning lifecycle. Scales to big data with Apache Spark. Corey Zumar offers an overview of MLflow – a new open source.