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Machine Learning For Dummies : For Dummies (Computer/Tech) - John Paul Mueller

Machine Learning For Dummies

By: John Paul Mueller, Luca Massaron

Paperback | 21 December 2025 | Edition Number 3

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The most human-friendly book on machine learning

Somewhere buried in all the systems that drive artificial intelligence, you'll find machine learning—the process that allows technology to build knowledge based on data and patterns. Machine Learning For Dummies is an excellent starting point for anyone who wants deeper insight into how all this learning actually happens. This book offers an overview of machine learning and its most important practical applications. Then, you'll dive into the tools, code, and math that make machine learning go—and you'll even get step-by-step instructions for testing it out on your own. For an easy-to-follow introduction to building smart algorithms, this Dummies guide is your go-to.

  • Piece together what machine learning is, what it can do, and what it can't do
  • Learn the basics of machine learning code and how it integrates with large datasets
  • Understand the mathematical principles that AI uses to make itself smarter
  • Consider real-world applications of machine learning and write your own algorithms

With clear explanations and hands-on instruction, Machine Learning For Dummies is a great entry-level resource for developers looking to get started with AI and machine learning.

About the Author

Luca Massaron is a data science, machine learning, and artificial intelligence expert. He’s the author of Artificial Intelligence For Dummies, Deep Learning For Dummies, and Machine Learning For Dummies.

John Paul Mueller was a long-time tech author whose credits include previous editions of this book along with Artificial Intelligence For Dummies and Algorithms For Dummies.

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