Databricks open sourcing delta lake is good news for AI - DataScienceCentral.com

There is also a new release of MLflow (MLflow 2.0), which is a machine learning operations platform for management of ML pipelines. In Databricks parlance, a Delta Lake represents a data architecture that has both storage and analytics capabilities; Data lakes store data in native format and a Data warehouse stores data in structured format (typically SQL). Hence, a delta lake is expected to be'one system – one copy' encapsulating both analytics and data in a single system.