MLflow
MLflow is an open-source platform for end-to-end lifecycle management of Machine Learning developed by Databricks.
MLflow offers a variety of features, such as monitoring models in training, using an artefact store, serving models, and more. Today we will look at how to use MLflow as an orchestrator of a Machine Learning pipeline. This is because especially in the world of AI where there are various steps and experimentation it is critical to have clean, understandable and easily reproducible code.