Table of Contents
Preface
Section 1: Introduction to Amazon SageMaker
Chapter 1: Introduction to Amazon SageMaker
Technical requirements 18
Exploring the capabilities of Amazon SageMaker 18
The main capabilities of Amazon SageMaker 19
The Amazon SageMaker API 21
Demonstrating the strengths ofAmazon SageMaker 24
Solving Alice's problems 24
Solving Bob's problems 25
Setting up Amazon SageMaker on yourlocal machine 26
Installing the SageMaker SDK with virtualenv 26
Installing the SageMaker SDK with Anaconda 29
A word about AWS permissions 31
Setting up an Amazon SageMakernotebook instance 32
Setting up Amazon SageMaker Studio 39
Onboarding to Amazon SageMaker Studio 39
Onboarding with the quick start procedure 40
Summary 44
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