Table of Contents
Preface
Section 1: Introduction to Amazon SageMaker
Chapter 1: Introducing Amazon SageMaker
Technical requirements
Exploring the capabilities of Amazon SageMaker
The main capabilities of Amazon SageMaker5
The Amazon SageMaker API 7
Setting up Amazon SageMaker on your local machine
Installing the SageMaker SDK with virtualenv10
Installing the SageMaker SDK with Anaconda 12
A word about AWS permissions14
Setting up Amazon SageMaker Studio
Onboarding to Amazon SageMaker Studio16
Onboarding with the quick start procedure16
Deploying one-click solutions and models with Amazon SageMaker JumpStart
Deploying a solution22
Deploying a model25
Fine-tuning a model28
Summary
Chapter 2: Handling Data Preparation Techniques
Technical requirements ...
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