How to Build and Serve Production ML Features | Databricks Feature Store Demo
Databricks simplifies ML model production with new feature abstraction.
“With Feature Views, we register the same definitions in Unity and materialize them in minutes.”
Databricks introduced a new feature abstraction that allows developers to build and manage machine learning models for both batch and streaming processing seamlessly. This innovation aims to streamline the production workflow and reduce the need for separate implementations, which is crucial as organizations scale their ML operations.