Machine Learning Infrastructure
● Whenever you develop any ML infrastructure, you need to
target two different modes:
○ Mode 1: ML experimentation
○ Mode 2: ML production
■ All of the above + performance & scalability
● Ideally you want the two modes to be as similar as possible
● How to combine them?