Amazon SageMaker has pre-built algorithms, and can orchestrate containers that you provide... but what's the middle ground?
Amazon SageMaker Script Mode will take your ML code and handle the creation of containers for you.
I use code from one of my Git repos in this video, you can find it here:
https://github.com/learn-mikegchambers-com/aws-mls-c01/tree/master/8-SageMaker/SageMaker-Script-Mode
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Times:
0:00 - Intro
3:51 - Code Review
11:37 - Script Mode Training
24:53 - Script Mode Inference
28:23 - Outro