Read HandsOn Deep Learning Algorithms with Python Master Deep Learning algorithms with math by implementing them from scratch eBook Sudharsan Ravichandiran

By Kelley Ramos on Thursday, June 6, 2019

Read HandsOn Deep Learning Algorithms with Python Master Deep Learning algorithms with math by implementing them from scratch eBook Sudharsan Ravichandiran



Download As PDF : HandsOn Deep Learning Algorithms with Python Master Deep Learning algorithms with math by implementing them from scratch eBook Sudharsan Ravichandiran

Download PDF HandsOn Deep Learning Algorithms with Python Master Deep Learning algorithms with math by implementing them from scratch eBook Sudharsan Ravichandiran

Understand basic to advanced deep learning algorithms by implementing them from scratch, along with their practical applications

Key Features

  • Master the popular deep learning algorithms by implementing from scratch 
  • Explains the underlying math behind the deep learning algorithms intuitively 
  • Includes tips and best practices on choosing the right algorithm to solve a specific deep learning problem

Book Description

Deep learning is one of the prime and most talked-about domains in the AI space, allowing you to develop multi-layered models of varying complexities. The book helps you to master from the basic to the more advanced deep learning algorithms. Throughout the book, you will learn about an algorithm, the math behind it and how to implement it from scratch. Along with it, you will also learn how to use deep learning libraries such as TensorFlow and Keras for creating intelligent applications.

The book starts with explaining how to build your own neural network. Then you will understand gradient descent variants such as AdaDelta, Adam, Adamax and more. Later you will learn about the CNN architecture, and see how CNN is used in neural style transfer. Furthermore, you will understand how RNN and LSTM work, followed by learning about GANs and their types such as StackGAN, CycleGAN, and more. This book also covers the advanced deep learning algorithms such as Autoencoders, Hierarchical Attention Networks, and Restricted Boltzmann Machines, and the different real-world problems that can be solved using them.

By the end of this book, you will have all the knowledge and experience needed to implement deep learning in your projects, and you will be all set to conquer the world of deep learning.

What you will learn

  • Understand the fundamentals of Deep Learning 
  • Learn Gradient Descent and its variants such as Adam, AMSGrad, and more 
  • Implement various deep learning algorithms such as CNN, RNN, and LSTM from scratch 
  • Understand GAN and different types of GANs such as DiscoGAN, StackGAN, and more 
  • Master autoencoders, deep belief networks, and Restricted Boltzmann Machines 
  • Perform document classification using Hierarchical Attention Networks

Who This Book Is For

This book is for machine learning engineers, data scientists, AI developers, and all those who want to focus on neural networks and deep learning. If you are completely new to deep learning but have some experience in machine learning and Python programming, this book will be a great resource to you as well.


Read HandsOn Deep Learning Algorithms with Python Master Deep Learning algorithms with math by implementing them from scratch eBook Sudharsan Ravichandiran


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Product details

  • Print Length 403 pages
  • Publisher Packt Publishing (May 9, 2019)
  • Publication Date May 9, 2019
  • Sold by  Digital Services LLC
  • Language English
  • ASIN B07LH43V8P

Read HandsOn Deep Learning Algorithms with Python Master Deep Learning algorithms with math by implementing them from scratch eBook Sudharsan Ravichandiran

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PDF Mad Love Italian Edition eBook Daniela Nutini

By Kelley Ramos

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Product details

  • File Size 634 KB
  • Print Length 79 pages
  • Simultaneous Device Usage Unlimited
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Product details

  • Series I Romanzi (Book 5)
  • Paperback 254 pages
  • Publisher Edizioni Il Vento Antico (March 18, 2019)
  • Language Italian
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Ebook Je Viens de Loin Français 9788867450107 Books

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  • Language English
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PDF Those Three Days Parte 1 Italian Edition edition by GIOIA DE BONIS Literature Fiction eBooks

By Kelley Ramos on Wednesday, June 5, 2019

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Tre giorni possono cambiare il destino di tre persone?
Ruby lo spera, quando parte insieme al suo migliore amico Devan per una gita in montagna. Lei intende confessargli il suo amore, ma qualcun altro decide di intromettersi. Marcus non è il ragazzo che sembra, non è solo un quarterback spocchioso, è molto di più e vorrebbe che Ruby se ne accorgesse.
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  • File Size 2380 KB
  • Print Length 391 pages
  • Simultaneous Device Usage Unlimited
  • Publication Date February 11, 2019
  • Sold by  Digital Services LLC
  • Language Italian
  • ASIN B07NP6TDQY

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Ebook Ich rede zu viel Die Autobiografie German Edition edition by Francis Rossi Mick Wall Arts Photography eBooks

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  • File Size 19391 KB
  • Publisher Hannibal Verlag; 1 edition (March 14, 2019)
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  • Language German
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