The Official AWS Podcast is a podcast for developers and IT professionals looking for the latest news and trends in storage, security, infrastructure, serverless, and more. Join Simon Elisha and Nicki Stone for regular updates, deep dives, and interviews. Whether you’re training machine learning models, developing open source projects, or building cloud solutions, the AWS Official Podcast has something for you.
#295: Creating a DevOps Workflow for Machine Learning Models
February 02, 2019
00:18:06
26.19 MB
Downloads: 0
Training your ML model is just one part of the puzzle; retaining it and deploying into production on a regular basis is key for great business outcomes. Simon speaks with John Calhoun (Machine Learning Specialist, AWS) about how to implement this in your business using the open source AWS Sagemaker Build CloudFormation.
Shownotes:
Source Code: https://github.com/aws-samples/aws-sagemaker-build
Blog Post: https://aws.amazon.com/blogs/machine-learning/automated-and-continuous-deployment-of-amazon-sagemaker-models-with-aws-step-functions/