This document summarizes an agenda for a presentation on end-to-end machine learning pipelines using Beam, Flink, TensorFlow, and Hopsworks. The presentation covers what Hopsworks is and how it enables Beam portability with the Flink runner. It also discusses how ML pipelines can be built with Beam and TensorFlow Extended on Hopsworks and provides a demo.