Book Name: Neural Network Programming with TensorFlow
Author: Manpreet Singh Ghotra, Rajdeep Dua
Publisher: Packt Publishing
File size: 11.93 MB
File format: PDF
Neural Network Programming with TensorFlow Pdf Book Description:
Ever thought about how they assist in solving complicated computational problem economically, or how to train neural networks that are efficient? This book is going to teach you . You are going to begin with obtaining a fast breakdown of the favorite TensorFlow library and how it’s utilized to train neural networks that are different. You’ll find a comprehensive comprehension of the principles and basic mathematics to get neural networks and the reason why TensorFlow is a favorite choice Subsequently, you may proceed to execute a very simple feed forward neural network. Next you’ll master optimization methods and algorithms for neural networks utilizing TensorFlow. In the course of the novel, you’ll be focusing on real-world datasets to acquire a hands-on comprehension of neural network programming. You’ll also have to train generative models and will find out that the software of autoencoders.
From the conclusion of the publication, you’ll have a fair understanding of how it is possible to leverage the ability of TensorFlow to train neural networks of varying complexities, with no hassle. As you’re learning about different neural network implementations that you will learn the underlying math and linear algebra and how they map into the proper TensorFlow constructs.
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