MATLAB Deep Learning: With Machine Learning, Neural Networks and Artificial Intelligence - Tapa blanda

Kim, Phil

 
9781484228449: MATLAB Deep Learning: With Machine Learning, Neural Networks and Artificial Intelligence
Tapa blanda
ISBN 10: 1484228448 ISBN 13: 9781484228449
Editorial: Apress, 2017

Sinopsis

Get started with MATLAB for deep learning and AI with this in-depth primer. In this book, you start with machine learning fundamentals, then move on to neural networks, deep learning, and then convolutional neural networks. In a blend of fundamentals and applications, MATLAB Deep Learning employs MATLAB as the underlying programming language and tool for the examples and case studies in this book.  

With this book, you'll be able to tackle some of today's real world big data, smart bots, and other complex data problems. You'll see how deep learning is a complex and more intelligent aspect of machine learning for modern smart data analysis and usage.

What You'll Learn
  • Use MATLAB for deep learning
  • Discover neural networks and multi-layer neural networks
  • Work with convolution and pooling layers
  • Build a MNIST example with these layers
Who This Book Is For

Those who want to learn deep learning using MATLAB. Some MATLAB experience may be useful.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

Phil Kim, PhD is an experienced MATLAB programmer and user.  He also works with algorithms of large data sets drawn from AI, machine learning.  He has worked at Korea Aerospace Research Institute as a Senior Researcher. There, his main task was to develop autonomous flight algorithm and onboard software for unmanned aerial vehicle. An on-screen keyboard program named 'Clickey' was developed by him during his period in PhD program and served as a bridge to bring the author currently to his current assignment as a Senior Research Officer at National Rehabilitation Research Institute of Korea.

De la contraportada

Get started with MATLAB for deep learning and AI with this in-depth primer. In this book, you start with machine learning fundamentals, then move on to neural networks, deep learning, and then convolutional neural networks. In a blend of fundamentals and applications, MATLAB Deep Learning employs MATLAB as the underlying programming language and tool for the examples and case studies in this book.  

With this book, you'll be able to tackle some of today's real world big data, smart bots, and other complex data problems. You ll see how deep learning is a complex and more intelligent aspect of machine learning for modern smart data analysis and usage.

You will:
  • Use MATLAB for deep learning
  • Discover neural networks and multi-layer neural networks
  • Work with convolution and pooling layers
  • Build a MNIST example with these layers

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Apress
Año de publicación
2017
Idioma
Inglés
ISBN 10 
1484228448
ISBN 13 
9781484228449
Encuadernación
Tapa blanda
Número de edición
1
Número de páginas
172
Contacto del fabricante
Springer Nature Customer Service Center GmbH
ProductSafety@springernature.com

Europaplatz 3,69115 Heidelberg, Germany
Heidelberg
69115
Alemania

Otras ediciones populares con el mismo título

9781484240526: Matlab Deep Learning: With Machine Learning, Neural Networks And Artificial Intelligence

Edición Destacada

ISBN 10:  1484240529 ISBN 13:  9781484240526
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