Deep Learning with TensorFlow – Second Edition

Deep Learning with TensorFlow - Second Edition

Delve into neural networks, implement deep learning algorithms, and explore layers of data abstraction with the help of TensorFlow.

About This Book

• Learn how to implement advanced techniques in deep learning with Google’s brainchild, TensorFlow
• Explore deep neural networks and layers of data abstraction with the help of this comprehensive guide
• Gain real-world contextualization through some deep learning problems concerning research and application

Who This Book Is For

The book is for people interested in machine learning and machine intelligence. A rudimentary level of programming in one language is assumed, as is a basic familiarity with computer science techniques and technologies, including a basic awareness of computer hardware and algorithms. Some competence in mathematics is needed to the level of elementary linear algebra and calculus.

What You Will Learn

• Apply deep machine intelligence and GPU computing with TensorFlow
• Access public datasets and use TensorFlow to load, process, and transform the data
• Discover how to use the high-level TensorFlow API to build more powerful applications
• Use deep learning for scalable object detection and mobile computing
• Train machines quickly to learn from data by exploring reinforcement learning techniques
• Explore active areas of deep learning research and applications

In Detail

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 conceived for developers, data analysts, machine learning practitioners and deep learning enthusiasts who want to build powerful, robust, and accurate predictive models with the power of TensorFlow, combined with other open source Python libraries.
Throughout the book, you’ll learn how to develop deep learning applications for machine learning systems using Feedforward Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks, Autoencoders, and Factorization Machines. Discover how to attain deep learning programming on GPU in a distributed way.
You’ll come away with an in-depth knowledge of machine learning techniques and the skills to apply them to real-world projects.

Style and approach

This step-by-step guide explores common, and not so common, deep neural networks, and shows how they can be exploited in the real world with complex raw data. Benefit from practical examples, and learn how to implement different types of neural nets to build smart applications related to text, speech, and image data processing.



Here is Download Link

Tensorflow For Deep Learning


Tensorflow For Deep Learning Download Now Read Online

Author by : Bharath Ramsundar
Languange Used : en
Release Date : 2018-03-01
Publisher by : "O'Reilly Media, Inc."






Pro Deep Learning With Tensorflow


Pro Deep Learning With Tensorflow Download Now Read Online

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Deep Learning With Tensorflow


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Author by : Giancarlo Zaccone
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Hands On Machine Learning With Scikit Learn And Tensorflow


Hands On Machine Learning With Scikit Learn And Tensorflow Download Now Read Online

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Release Date : 2017-03-13
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Machine Learning With Tensorflow


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Author by : Nishant Shukla
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Release Date : 2018-02-12
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Hands On Deep Learning For Images With Tensorflow


Hands On Deep Learning For Images With Tensorflow Download Now Read Online

Author by : Will Ballard
Languange Used : en
Release Date : 2018-07-31
Publisher by : Packt Publishing Ltd






Hands On Machine Learning With Scikit Learn Keras And Tensorflow


Hands On Machine Learning With Scikit Learn Keras And Tensorflow Download Now Read Online

Author by : Aurélien Géron
Languange Used : en
Release Date : 2019-07-31
Publisher by : O'Reilly Media






Learning Tensorflow


Learning Tensorflow Download Now Read Online

Author by : Tom Hope
Languange Used : en
Release Date : 2017-08-09
Publisher by : "O'Reilly Media, Inc."






Tensorflow Deep Learning Projects


Tensorflow Deep Learning Projects Download Now Read Online

Author by : Alexey Grigorev
Languange Used : en
Release Date : 2018-03-28
Publisher by : Packt Publishing Ltd






Deep Learning With Python


Deep Learning With Python Download Now Read Online

Author by : Francois Chollet
Languange Used : en
Release Date : 2017-10-28
Publisher by : Manning Publications






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