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MATLAB for Machine Learning

You're reading from   MATLAB for Machine Learning Unlock the power of deep learning for swift and enhanced results

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Product type Paperback
Published in Jan 2024
Publisher Packt
ISBN-13 9781835087695
Length 374 pages
Edition 2nd Edition
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Author (1):
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Giuseppe Ciaburro Giuseppe Ciaburro
Author Profile Icon Giuseppe Ciaburro
Giuseppe Ciaburro
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Table of Contents (17) Chapters Close

Preface 1. Part 1: Getting Started with Matlab
2. Chapter 1: Exploring MATLAB for Machine Learning FREE CHAPTER 3. Chapter 2: Working with Data in MATLAB 4. Part 2: Understanding Machine Learning Algorithms in MATLAB
5. Chapter 3: Prediction Using Classification and Regression 6. Chapter 4: Clustering Analysis and Dimensionality Reduction 7. Chapter 5: Introducing Artificial Neural Network Modeling 8. Chapter 6: Deep Learning and Convolutional Neural Networks 9. Part 3: Machine Learning in Practice
10. Chapter 7: Natural Language Processing Using MATLAB 11. Chapter 8: MATLAB for Image Processing and Computer Vision 12. Chapter 9: Time Series Analysis and Forecasting with MATLAB 13. Chapter 10: MATLAB Tools for Recommender Systems 14. Chapter 11: Anomaly Detection in MATLAB 15. Index 16. Other Books You May Enjoy

Building a fault diagnosis system using MATLAB

Technological advancements have given rise to highly capable aircraft that can autonomously manage flight operations. These aircraft belong to the category known as UAVs, meaning they can fly without human pilots. UAVs offer numerous advantages, including significantly reduced operating costs compared to traditional piloted aircraft, the ability to operate in environments unsuitable for human presence, and the capacity for timely aerial surveillance, such as during natural disasters.

Initially employed primarily for military purposes, UAVs were used in dull missions involving monotonous and lengthy surveillance and reconnaissance, as well as in dirty missions that posed risks to human pilots’ safety. They also played a crucial role in dangerous missions where human lives were at risk. However, today, they are considered the future of modern aeronautics. The vast potential of UAV technology, its successes in military operations...

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