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Beginning with Deep Learning Using TensorFlow
Publisher:
BPB Publications
| Author:
Mohan Kumar Silaparasetty
| Language:
English
| Format:
Paperback
Publisher:
BPB Publications
Author:
Mohan Kumar Silaparasetty
Language:
English
Format:
Paperback
₹799 ₹719
Save: 10%
In stock
Ships within:
1-4 Days
In stock
ISBN:
SKU
9789355510471
Category Computer Engineering/IT Engineering
Category: Computer Engineering/IT Engineering
Page Extent:
286
This book begins with the configuration of an Anaconda development environment, essential for practicing the deep learning process. The basics of machine learning, which are needed for Deep Learning, are explained in this book.
TensorFlow is the industry-standard library for Deep Learning, and thereby, it is covered extensively with both versions, 1.x and 2.x. As neural networks are the heart of Deep Learning, the book explains them in great detail and systematic fashion, beginning with a single neuron and progressing through deep multilayer neural networks. The emphasis of this book is on the practical application of key concepts rather than going in-depth with them.
After establishing a firm basis in TensorFlow and Neural Networks, the book explains the concepts of image recognition using Convolutional Neural Networks (CNN), followed by speech recognition, and natural language processing (NLP). Additionally, this book discusses Transformers, the most recent advancement in NLP.
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Description
This book begins with the configuration of an Anaconda development environment, essential for practicing the deep learning process. The basics of machine learning, which are needed for Deep Learning, are explained in this book.
TensorFlow is the industry-standard library for Deep Learning, and thereby, it is covered extensively with both versions, 1.x and 2.x. As neural networks are the heart of Deep Learning, the book explains them in great detail and systematic fashion, beginning with a single neuron and progressing through deep multilayer neural networks. The emphasis of this book is on the practical application of key concepts rather than going in-depth with them.
After establishing a firm basis in TensorFlow and Neural Networks, the book explains the concepts of image recognition using Convolutional Neural Networks (CNN), followed by speech recognition, and natural language processing (NLP). Additionally, this book discusses Transformers, the most recent advancement in NLP.
About Author
Mohan Kumar Silaparasetty is an AI and emerging technologies thought leader, keynote speaker, and trainer with more than 30 years of experience in the IT industry. He is a graduate from IIT Kharagpur, Co-founder and former CEO of Trendwise analytics, and former organizer – Bangalore Artificial Intelligence Meetup group.
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