Deploying a Production Ready Machine Learning API by Devin Conathan

Devin Conathan will tell us about deploying a machine learning API.

When it comes to machine learning, most of the research and emphasis is on the development side, but the deployment side can be just as fun. The goal of this talk is go over the basics of deploying a production ready app for serving a machine learning model. I will be using AWS but the ideas generalize. I will demonstrate some basic architectures we use at American Family Insurance. Some familiarity with cloud computing and/or machine learning is helpful but definitely not required.