Artificial Intelligence Programming with Python
eBook - PDF

Artificial Intelligence Programming with Python

From Zero to Hero

  1. English
  2. PDF
  3. Available on iOS & Android
eBook - PDF

Artificial Intelligence Programming with Python

From Zero to Hero

Book details
Table of contents
Citations

About This Book

A hands-on roadmap to using Python for artificial intelligence programming

In Practical Artificial Intelligence Programming with Python: From Zero to Hero, veteran educator and photophysicist Dr. Perry Xiao delivers a thorough introduction to one of the most exciting areas of computer science in modern history. The book demystifies artificial intelligence and teaches readers its fundamentals from scratch in simple and plain language and with illustrative code examples.

Divided into three parts, the author explains artificial intelligence generally, machine learning, and deep learning. It tackles a wide variety of useful topics, from classification and regression in machine learning to generative adversarial networks. He also includes:

  • Fulsome introductions to MATLAB, Python, AI, machine learning, and deep learning
  • Expansive discussions on supervised and unsupervised machine learning, as well as semi-supervised learning
  • Practical AI and Python "cheat sheet" quick references

This hands-on AI programming guide is perfect for anyone with a basic knowledge of programming—including familiarity with variables, arrays, loops, if-else statements, and file input and output—who seeks to understand foundational concepts in AI and AI development.

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Information

Publisher
Wiley
Year
2022
ISBN
9781119820949
Edition
1
Topic
Ciencia de la computación
Subtopic
Algoritmos de programación

Table of contents

  1. Cover
  2. Title Page
  3. Copyright Page
  4. About the Author
  5. About the Technical Editors
  6. Acknowledgments
  7. Contents at a Glance
  8. Contents
  9. Preface
  10. Part I Introduction
  11. Part II Machine Learning and Deep Learning
  12. Part III AI Applications
  13. Index
  14. EULA