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Machine Learning with TensorFlow

Book Description

Summary

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

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.

    About the Author

    Author Nishant Shukla is a computer vision researcher focused on applying machine-learning techniques in robotics.

    Senior technical editor, Kenneth Fricklas, is a seasoned developer, author, and machine-learning practitioner.