Session: Machine Learning with Apache Beam
Apache Beam is an open source tool for building distributed data pipelines. This talk will explore how Beam can be used to perform common machine learning tasks like inference, pre and post processing with pandas-like Dataframes, and some forms of training. The talk will have a heavy demo component showing multiple examples of using Beam for ML. An attendee can expect to leave this talk with a high level understanding of Beam and the ability to use Beam to easily parallelize their ML workloads.