Advertisement

MATLAB Machine Learning Recipes

A Problem-Solution Approach

  • Michael Paluszek
  • Stephanie Thomas

Table of contents

  1. Front Matter
    Pages I-XIX
  2. Michael Paluszek, Stephanie Thomas
    Pages 1-18
  3. Michael Paluszek, Stephanie Thomas
    Pages 19-43
  4. Michael Paluszek, Stephanie Thomas
    Pages 45-71
  5. Michael Paluszek, Stephanie Thomas
    Pages 73-108
  6. Michael Paluszek, Stephanie Thomas
    Pages 109-133
  7. Michael Paluszek, Stephanie Thomas
    Pages 135-146
  8. Michael Paluszek, Stephanie Thomas
    Pages 147-169
  9. Michael Paluszek, Stephanie Thomas
    Pages 171-186
  10. Michael Paluszek, Stephanie Thomas
    Pages 187-207
  11. Michael Paluszek, Stephanie Thomas
    Pages 209-230
  12. Michael Paluszek, Stephanie Thomas
    Pages 231-264
  13. Michael Paluszek, Stephanie Thomas
    Pages 265-290
  14. Michael Paluszek, Stephanie Thomas
    Pages 291-310
  15. Michael Paluszek, Stephanie Thomas
    Pages 311-316
  16. Back Matter
    Pages 317-347

About this book

Introduction

Harness the power of MATLAB to resolve a wide range of machine learning challenges. This book provides a series of examples of technologies critical to machine learning. Each example solves a real-world problem.
 
All code in MATLAB Machine Learning Recipes:  A Problem-Solution Approach is executable. The toolbox that the code uses provides a complete set of functions needed to implement all aspects of machine learning. Authors Michael Paluszek and Stephanie Thomas show how all of these technologies allow the reader to build sophisticated applications to solve problems with pattern recognition, autonomous driving, expert systems, and much more.
 
You will:
  • Learn to write code for machine learning, adaptive control and estimation using MATLAB
  • See how these three areas complement each other
  • Understand why these three areas are needed for robust machine learning applications
  • Use MATLAB graphics and visualization tools for machine learning
  • Code real world examples in MATLAB for major applications of machine learning in big data
 

Keywords

matlab machine learning ML programming code numerical algorithms AI artificial intelligence kalman filters recipes developer cookbook

Authors and affiliations

  • Michael Paluszek
    • 1
  • Stephanie Thomas
    • 2
  1. 1.PlainsboroUSA
  2. 2.PlainsboroUSA

Bibliographic information