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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

Exploring MATLAB toolboxes for ML

Up until now, we have acquired knowledge about the functions and capabilities of ML algorithms. We have also gained an understanding of how to identify various types of algorithms, select the appropriate solution for our requirements, and establish an effective workflow. Now, it is time to delve into the process of executing these tasks within the MATLAB environment.

With MATLAB, the process of solving ML problems becomes remarkably straightforward. The comprehensive set of tools and functionalities provided by MATLAB empowers users to leverage various algorithms and techniques effortlessly. Whether you are a beginner or an experienced practitioner, MATLAB equips you with the necessary resources to dive into the world of ML with confidence.

MATLAB is a software platform specifically designed to address scientific problems and facilitate design processes. It offers an integrated environment where calculations, visualizations, and programming seamlessly...

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MATLAB for Machine Learning - Second Edition
Published in: Jan 2024
Publisher: Packt
ISBN-13: 9781835087695
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