Datacast Episode 37: Machine Learning In Production with Luigi Patruno

The 37th episode of Datacast is my conversation with Luigi Patruno — the Director of Data Science at 2U. Give it a listen to hear about his educational background in Applied Math and Computer Science; his experience working across the ML stack in data engineering, ML engineering, and data science; his wide-ranging articles and newsletter that cover production-ready ML systems, his advice on hiring and running successful ML projects, and much more.

Luigi Patruno is a Data Scientist and the Founder of MLinProduction.com. He’s currently the Director of Data Science at 2U, where he leads a team of data scientists and ML engineers in developing machine learning models and infrastructure to predict student success outcomes. Luigi founded MLinProduction.com to educate data scientists, ML engineers, and ML product managers about best practices for running machine learning systems in production.

As a consultant for Fortune 500s and start-ups, Luigi helps companies utilize data science to create competitive advantages. He has taught graduate-level…