TensorFlow for Deep Learning

TensorFlow for Deep Learning
Author: Bharath Ramsundar
Publisher: "O'Reilly Media, Inc."
Total Pages: 247
Release: 2018-03-01
Genre: Computers
ISBN: 1491980400

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Learn how to solve challenging machine learning problems with TensorFlow, Google’s revolutionary new software library for deep learning. If you have some background in basic linear algebra and calculus, this practical book introduces machine-learning fundamentals by showing you how to design systems capable of detecting objects in images, understanding text, analyzing video, and predicting the properties of potential medicines. TensorFlow for Deep Learning teaches concepts through practical examples and helps you build knowledge of deep learning foundations from the ground up. It’s ideal for practicing developers with experience designing software systems, and useful for scientists and other professionals familiar with scripting but not necessarily with designing learning algorithms. Learn TensorFlow fundamentals, including how to perform basic computation Build simple learning systems to understand their mathematical foundations Dive into fully connected deep networks used in thousands of applications Turn prototypes into high-quality models with hyperparameter optimization Process images with convolutional neural networks Handle natural language datasets with recurrent neural networks Use reinforcement learning to solve games such as tic-tac-toe Train deep networks with hardware including GPUs and tensor processing units


TensorFlow for Deep Learning
Language: en
Pages: 247
Authors: Bharath Ramsundar
Categories: Computers
Type: BOOK - Published: 2018-03-01 - Publisher: "O'Reilly Media, Inc."

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Learn how to solve challenging machine learning problems with TensorFlow, Google’s revolutionary new software library for deep learning. If you have some back
Machine Learning with TensorFlow
Language: en
Pages: 0
Authors: Nishant Shukla
Categories: Computers
Type: BOOK - Published: 2018-02-12 - Publisher: Manning

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Summary Machine Learning with TensorFlow gives readers a solid foundation in machine-learning concepts plus hands-on experience coding TensorFlow with Python. P
Deep Learning with TensorFlow 2 and Keras
Language: en
Pages: 647
Authors: Antonio Gulli
Categories: Computers
Type: BOOK - Published: 2019-12-27 - Publisher: Packt Publishing Ltd

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Build machine and deep learning systems with the newly released TensorFlow 2 and Keras for the lab, production, and mobile devices Key FeaturesIntroduces and th
Deep Learning with TensorFlow
Language: en
Pages: 316
Authors: Giancarlo Zaccone
Categories: Computers
Type: BOOK - Published: 2017-04-24 - Publisher: Packt Publishing Ltd

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Delve into neural networks, implement deep learning algorithms, and explore layers of data abstraction with the help of this comprehensive TensorFlow guide Abou
Machine Learning with TensorFlow, Second Edition
Language: en
Pages: 454
Authors: Mattmann A. Chris
Categories: Computers
Type: BOOK - Published: 2021-02-02 - Publisher: Manning Publications

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Updated with new code, new projects, and new chapters, Machine Learning with TensorFlow, Second Edition gives readers a solid foundation in machine-learning con