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Designing Machine Learning Systems with Python Cover

Designing Machine Learning Systems with Python

Key design strategies to create intelligent systems

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|Sep 2025
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Table of Contents

  1. Thinking in Machine Learning
  2. Tools Overview
  3. Turning data into information
  4. Models: Learning from information
  5. Linear Models
  6. Neural nets
  7. Features: How algorithms see the world
  8. Learning with ensembles
  9. Some real world examples
PDF ISBN: 978-1-78588-078-0
Publisher: Packt Publishing Limited
Copyright owner: © 2016 Packt Publishing Limited
Publication date: 2025
Language: English
Pages: 232