Motivation, Requirements, and Processes for Production ML with Apache Beam
Channel: Beam College
Date: 2022-06-09

Presented by Robert Crowe at Beam College 2022. 
If you've learned to create and train machine learning models in academic or research settings, the requirements of using models in a product or service may be unfamiliar to you. This is especially true if you've come from a mathematics or statistics background, and perhaps have never shipped a commercial software product. In this talk Robert Crowe, a member of the TensorFlow team at Google, will introduce the motivations, requirements, and processes which distinguish Production ML from academic or research ML.

Slides: https://github.com/Beam-College/season-2022/blob/main/day3/4-ProductionML.pdf