Machine Learning with TensorFlow
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BookPal × TalezoMachine Learning with TensorFlow
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.
Table of Contents
- PART 1 - YOUR MACHINE-LEARNING RIG
- A machine-learning odyssey
- TensorFlow essentials PART 2 - CORE LEARNING ALGORITHMS
- Linear regression and beyond
- A gentle introduction to classification
- Automatically clustering data
- Hidden Markov models PART 3 - THE NEURAL NETWORK PARADIGM
- A peek into autoencoders
- Reinforcement learning
- Convolutional neural networks
- Recurrent neural networks
- Sequence-to-sequence models for chatbots
- Utility landscape
The book, Machine Learning with TensorFlow [Bulk, Wholesale, Quantity] ISBN#9781617293870 in Paperback by Nishant Shukla may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.
Details
- Publisher
- Manning
- Author
- Nishant Shukla
- Format
- Paperback
- Published
- Feb 12, 2018
- ISBN-13
- 9781617293870
- ISBN-10
- 1617293873
- Pages
- 272
- Carton quantity
- 30 copies
Machine Learning with TensorFlow in bulk: pricing
Volume pricing applies automatically in your cart. No codes, no account needed.
| Copies | Price per copy | You save |
|---|---|---|
| 25 – 99 | $38.24 | 15% off list |
| 100 – 249 | $37.79 | 16% off list |
| 250 – 499 | $37.34 | 17% off list |
| 500 – 999 | $36.89 | 18% off list |
| 1,000+ | $35.99 | 20% off list |
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