Название: Machine Learning with TensorFlow
Автор: Nishant Shukla
Издательство: Manning Publications
Год: 2018
Страниц: 272
Формат: True PDF
Размер: 10 Mb
Язык: English

Machine Learning with TensorFlow gives readers a solid foundation in machine-learning concepts plus hands-on experience coding TensorFlow with Python.

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

About the Technology

TensorFlow, Google's library for large-scale machine learning, simplifies often-complex computations by representing them as graphs and efficiently mapping parts of the graphs to machines in a cluster or to the processors of a single machine.

About the Book

Machine Learning with TensorFlow gives readers a solid foundation in machine-learning concepts plus hands-on experience coding TensorFlow with Python. You'll learn the basics by working with classic prediction, classification, and clustering algorithms. Then, you'll move on to the money chapters: exploration of deep-learning concepts like autoencoders, recurrent neural networks, and reinforcement learning. Digest this book and you will be ready to use TensorFlow for machine-learning and deep-learning applications of your own.

What's Inside

Matching your tasks to the right machine-learning and deep-learning approaches
Visualizing algorithms with TensorBoard
Understanding and using neural networks
About the Reader

Written for developers experienced with Python and algebraic concepts like vectors and matrices.



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