TensorFlow for Deep Learning

From Linear Regression to Reinforcement Learning



Bookstore > Books > TensorFlow for Deep Learning

TensorFlow for Deep Learning
Buy
Preview
Price$47.88 - $67.89
Rating
AuthorsReza Zadeh, Bharath Ramsundar
PublisherO'Reilly Media
Published2018
Pages256
LanguageEnglish
FormatPaper book / ebook
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.




2 5 4

Similar Books


Deep Learning with Applications Using Python

Deep Learning with Applications Using Python

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...
Java Deep Learning Projects

Java Deep Learning Projects

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...
TensorFlow For Dummies

TensorFlow For Dummies

Google TensorFlow has become the darling of financial firms and research organizations, but the technology can be intimidating and the learning curve is steep. Luckily, TensorFlow For Dummies is here to offer you a friendly, easy-to-follow book on the subject. Inside, you'll find out how to write applications with TensorFlow, while also g...
Learning TensorFlow

Learning TensorFlow

Roughly inspired by the human brain, deep neural networks trained with large amounts of data can solve complex tasks with unprecedented accuracy. This practical book provides an end-to-end guide to TensorFlow, the leading open source software library that helps you build and train neural networks for computer vision, natural language proc...
Pro Deep Learning with TensorFlow

Pro Deep Learning with TensorFlow

Deploy deep learning solutions in production with ease using TensorFlow. You'll also develop the mathematical understanding and intuition required to invent new deep learning architectures and solutions on your own.Pro Deep Learning with TensorFlow provides practical, hands-on expertise so you can learn deep learning from scratch and depl...
Deep Learning with TensorFlow, 2nd Edition

Deep Learning with TensorFlow, 2nd Edition

Deep learning is a branch of machine learning algorithms based on learning multiple levels of abstraction. Neural networks, which are at the core of deep learning, are being used in predictive analytics, computer vision, natural language processing, time series forecasting, and to perform a myriad of other complex tasks.This book is conce...