TensorFlow for Deep Learning

From Linear Regression to Reinforcement Learning



Bookstore > Books > TensorFlow for Deep Learning

Price$15.99 - $79.99
Rating
AuthorsReza Zadeh, Bharath Ramsundar
PublisherO'Reilly Media
Published2018
Pages256
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101491980451
ISBN-139781491980453
EBook Hardcover Paperback

Learn how to solve challenging machine learning problems with Tensorflow, Google's revolutionary new system for deep learning. If you have some background with basic linear algebra and calculus, this practical book shows you how to build - and when to use - deep learning architectures. You'll learn how to design systems capable of detecting objects in images, understanding human speech, analyzing video, and predicting the properties of potential medicines.

TensorFlow for Deep Learning teaches concepts through practical examples and builds understanding of deep learning foundations from the ground up. It's ideal for practicing developers comfortable with designing software systems, but not necessarily with creating learning systems. This book is also useful for scientists and other professionals who are comfortable with scripting, but not necessarily with designing learning algorithms.

Gain in-depth knowledge of the TensorFlow API and primitives; Understand how to train and tune machine learning systems with TensorFlow on large datasets; Learn how to use TensorFlow with convolutional networks, recurrent networks, LSTMs, and reinforcement learning.





3 5 14

Similar Books


Learn Keras for Deep Neural Networks

Learn Keras for Deep Neural Networks

by Jojo John Moolayil

Learn, understand, and implement deep neural networks in a math- and programming-friendly approach using Keras and Python. The book focuses on an end-to-end approach to developing supervised learning algorithms in regression and classification with practical business-centric use-cases implemented in Keras.The overall book comprises three ...

Price:  $25.49  |  Publisher:  Apress  |  Release:  2019

Deep Learning Pipeline

Deep Learning Pipeline

by Hisham El-Amir, Mahmoud Hamdy

Build your own pipeline based on modern TensorFlow approaches rather than outdated engineering concepts. This book shows you how to build a deep learning pipeline for real-life TensorFlow projects. You'll learn what a pipeline is and how it works so you can build a full application easily and rapidly. Then troubleshoot and overcome basic ...

Price:  $30.46  |  Publisher:  Apress  |  Release:  2020

R Deep Learning Essentials, 2nd Edition

R Deep Learning Essentials, 2nd Edition

by Mark Hodnett, Joshua F. Wiley

Deep learning is a powerful subset of machine learning that is very successful in domains such as computer vision and natural language processing (NLP). This second edition of R Deep Learning Essentials will open the gates for you to enter the world of neural networks by building powerful deep learning models using the R ecosystem.This bo...

Price:  $39.99  |  Publisher:  Packt Publishing  |  Release:  2018

Deep Learning with Applications Using Python

Deep Learning with Applications Using Python

by Navin Kumar Manaswi

Build deep learning applications, such as computer vision, speech recognition, and chatbots, using frameworks such as TensorFlow and Keras. This book helps you to ramp up your practical know-how in a short period of time and focuses you on the domain, models, and algorithms required for deep learning applications. Deep Learning with Appli...

Price:  $39.99  |  Publisher:  Apress  |  Release:  2018

Deep Learning with Python

Deep Learning with Python

by Nihkil Ketkar

Master the practical aspects of implementing deep learning solutions with PyTorch, using a hands-on approach to understanding both theory and practice. This new edition will prepare you for applying deep learning to real world problems with a sound theoretical foundation and practical know-how with PyTorch, a platform developed by Faceboo...

Price:  $32.99  |  Publisher:  Apress  |  Release:  2020

Deep Learning with JavaScript

Deep Learning with JavaScript

by Shanqing Cai, Stanley Bileschi, Eric D. Nielsen, Francois Chollet

Deep learning has transformed the fields of computer vision, image processing, and natural language applications. Thanks to TensorFlow.js, now JavaScript developers can build deep learning apps without relying on Python or R. Deep Learning with JavaScript shows developers how they can bring DL technology to the web. Written by the main au...

Price:  $49.99  |  Publisher:  Manning  |  Release:  2020

Python Deep Learning Projects

Python Deep Learning Projects

by Matthew Lamons, Rahul Kumar, Abhishek Nagaraja

Deep learning has been gradually revolutionizing every field of artificial intelligence, making application development easier.Python Deep Learning Projects imparts all the knowledge needed to implement complex deep learning projects in the field of computational linguistics and computer vision. Each of these projects is unique, helping y...

Price:  $44.99  |  Publisher:  Packt Publishing  |  Release:  2018

Java Deep Learning Projects

Java Deep Learning Projects

by Md. Rezaul Karim

Java is one of the most widely used programming languages. With the rise of deep learning, it has become a popular choice of tool among data scientists and machine learning experts.Java Deep Learning Projects starts with an overview of deep learning concepts and then delves into advanced projects. You will see how to build several project...

Price:  $39.99  |  Publisher:  Packt Publishing  |  Release:  2018