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Practical MATLAB Deep Learning

Practical MATLAB Deep Learning

A Projects-Based Approach

by Michael PaluszekStephanie Thomas and Eric Ham
Paperback
Publication Date: 25/07/2022

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Harness the power of MATLAB for deep-learning challenges. Practical MATLAB Deep Learning, Second Edition, remains a one-of a-kind book that provides an introduction to deep learning and using MATLAB's deep-learning toolboxes. In this book, you'll see how these toolboxes provide the complete set of functions needed to implement all aspects of deep learning. This edition includes new and expanded projects, and covers generative deep learning and reinforcement learning.

Over the course of the book, you'll learn to model complex systems and apply deep learning to problems in those areas. Applications include:

  • Aircraft navigation
  • An aircraft that lands on Titan, the moon of Saturn, using reinforcement learning
  • Stock market prediction
  • Natural language processing
  • Music creation usng generative deep learning
  • Plasma control
  • Earth sensor processing for spacecraft
  • MATLAB Bluetooth data acquisition applied to dance physics


What You Will Learn
  • Explore deep learning using MATLAB and compare it to algorithms
  • Write a deep learning function in MATLAB and train it with examples
  • Use MATLAB toolboxes related to deep learning
  • Implement tokamak disruption prediction
  • Now includes reinforcement learning
Who This Book Is For
Engineers, data scientists, and students wanting a book rich in examples on deep learning using MATLAB.
ISBN:
9781484279113
9781484279113
Category:
Computing & information technology
Format:
Paperback
Publication Date:
25-07-2022
Language:
English
Publisher:
Apress L. P.
Country of origin:
United States
Edition:
2nd Edition
Dimensions (mm):
254x178mm
Weight:
0.67kg
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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