Recently I gave a talk at UC Berkeley regarding the transition from academia to industry in the context of Machine Learning and Data Science related roles. I based most of my slides on my own transition from being an Astrophysicist to a Machine Learning Expert. I hope this will be useful to many. Feedback is welcome!