Pre-Owned Machine Learning with Tensorflow (Paperback) 1617293873 9781617293870
Manning Publications

Pre-Owned Machine Learning with Tensorflow (Paperback) 1617293873 9781617293870

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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.

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.

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.

Table of Contents

    PART 1 - YOUR MACHINE-LEARNING RIG

  1. A machine-learning odyssey
  2. TensorFlow essentials

    3. PART 2 - CORE LEARNING ALGORITHMS

  3. Linear regression and beyond
  4. A gentle introduction to classification
  5. Automatically clustering data
  6. Hidden Markov models

    7. PART 3 - THE NEURAL NETWORK PARADIGM

  7. A peek into autoencoders
  8. Reinforcement learning
  9. Convolutional neural networks
  10. Recurrent neural networks
  11. Sequence-to-sequence models for chatbots
  12. Utility landscape
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Walmart Pre-Owned allows you to find previously owned, well-cared-for items from Walmart’s trusted & performance-managed sellers. Shopping Pre-Owned allows you to bring home the best-quality picks at even lower prices, in addition to extending the life of an item & reducing waste. Find your favorites & shop a range of conditions in every category.

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Why Walmart Pre-Owned?

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Each Pre-Owned item listed comes from Walmart’s trusted performance-managed sellers, to ensure you get quality items.

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Product image for illustration purposes only. The item you receive may vary from the image in minor ways, such as slight differences in appearance, color, and/or design. *Exceptions apply during holiday season, and on certain electronics, collectibles, and jewelry.

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