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Learn Amazon SageMaker Cover

Learn Amazon SageMaker

A guide to building, training, and deploying machine learning models for developers and data scientists

Paid access
|Dec 2021

Table of Contents

  1. Introducing Amazon SageMaker
  2. Handling Data Preparation Techniques
  3. AutoML with Amazon SageMaker Autopilot
  4. Training Machine Learning Models
  5. Training CV Models
  6. Training Natural Language Processing Models
  7. Extending Machine Learning Services Using Built-In Frameworks
  8. Using Your Algorithms and Code
  9. Scaling Your Training Jobs
  10. Advanced Training Techniques
  11. Deploying Machine Learning Models
  12. Automating Machine Learning Workflows
  13. Optimizing Prediction Cost and Performance
PDF ISBN: 978-1-80181-415-7
Publisher: Packt Publishing Limited
Copyright owner: © 2021 Packt Publishing Limited
Publication date: 2021
Language: English
Pages: 554

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