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MATLAB Machine Learning Recipes

MATLAB Machine Learning Recipes

A Problem-Solution Approach

by Michael Paluszek and Stephanie Thomas
Paperback
Publication Date: 18/03/2024

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Harness the power of MATLAB to resolve a wide range of machine learning challenges. This new and updated third edition provides examples of technologies critical to machine learning. Each example solves a real-world problem, and all code provided is executable. You can easily look up a particular problem and follow the steps in the solution.

This book has something for everyone interested in machine learning. It also has material that will allow those with an interest in other technology areas to see how machine learning and MATLAB can help them solve problems in their areas of expertise. The chapter on data representation and MATLAB graphics includes new data types and additional graphics. Chapters on fuzzy logic, simple neural nets, and autonomous driving have new examples added. And there is a new chapter on spacecraft attitude determination using neural nets. Authors Michael Paluszek and Stephanie Thomas show how all of these technologies allow you to build sophisticated applications to solve problems with pattern recognition, autonomous driving, expert systems, and much more.

What You Will Learn
  • Write code for machine learning, adaptive control, and estimation using MATLAB
  • Use MATLAB graphics and visualization tools for machine learning
  • Become familiar with neural nets
  • Build expert systems
  • Understand adaptive control
  • Gain knowledge of Kalman Filters

Who This Book Is For

Software engineers, control engineers, university faculty, undergraduate and graduate students, hobbyists.
 
ISBN:
9781484298459
9781484298459
Category:
Databases
Format:
Paperback
Publication Date:
18-03-2024
Language:
English
Publisher:
Apress L. P.
Country of origin:
United States
Edition:
3rd Edition
Dimensions (mm):
254x178mm
Stephanie Thomas

Stephanie Thomas is a certified personal trainer, health coach, and yoga teacher who believes that creating the happy, healthy life you want can be a laid-back, realistic, and, most importantly, restful experience.

The founder of Stephanie Thomas Fitness and the creator of The Bridal Body Workout Guide, Stephanie’s writing on health, fitness, and wellness has appeared on sites like MindBodyGreen, and Thrive Global. In her spare time, you can find Stephanie reading the latest health book, spending time in nature, or taking a walk with her two cavalier pups. 

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