ModelOps on AWS

John Calhoun, AWS


In this talk/tutorial we will discuss the principles of DevOps and how they apply to Machine Learning (aka ModelOps) followed by a tutorial on how to apply those principles on AWS using Amazon SageMaker.

Prerequisites: Some ML experience (this is not a Machine Learning 101 talk)

John Calhoun, AWS

John Calhoun is a machine learning specialist for AWS Public Sector. He works with our customers and partners to provide leadership on machine learning, helping them shorten their time to value when using AWS.

@conference {233003,
author = {John Calhoun},
title = {ModelOps on {AWS}},
year = {2019},
address = {Santa Clara, CA},
publisher = {{USENIX} Association},
month = may,