ModelOps on AWS

John Calhoun, AWS

Abstract: 

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.

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