Intelligent Integrated Data Platforms Series: MLFlow on Databricks
MLflow is an open-source platform designed to streamline the machine learning (ML) lifecycle, providing tools for managing and automating various stages such as experimentation, reproducibility, and deployment. Developed by Databricks, MLflow integrates seamlessly with any ML library and supports multiple programming languages, including Python, R, and Java. It consists of four main components: MLflow Tracking, which logs and queries experiments; MLflow Projects, which packages code in...