Py Data Ann Arbor: Alexandra Johnson, Machine Learning Infrastructure

PyData Ann Arbor Meetup June 12, 2019 Sponsored by NumFOCUS and TD Ameritrade Hyperparameter optimization (HPO) is a valuable tool for improving model performance, but it requires a lot of computational power so much that HPO experiments are often run on remote clusters. A requirement that data scientists become infrastructure experts just to manage model tuning infrastructure isn t feasible, so data science teams are turning to a variety of tools to help bridg