MLflow 2.0, the advanced version of MLflow Databricks, is out. The development begs the question: how is MLflow 2.0 different than the first version? This blog will answer this riddle by going in-depth into the topic of MLOps, Machine learning lifecycle, and the two versions of Databricks MLflow platform.