Programming Pytorch for Deep Learning: Creating and Deploying Deep Learning Applications Contributor(s): Pointer, Ian (Author) |
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ISBN: 1492045357 ISBN-13: 9781492045359 Publisher: O'Reilly Media OUR PRICE: $50.39 Product Type: Paperback - Other Formats Published: October 2019 |
Additional Information |
BISAC Categories: - Computers | Neural Networks - Computers | Natural Language Processing - Computers | Programming - Algorithms |
Dewey: 006.32 |
Physical Information: 0.46" H x 7" W x 9.19" (0.79 lbs) 220 pages |
Descriptions, Reviews, Etc. |
Publisher Description: Take the next steps toward mastering deep learning, the machine learning method that's transforming the world around us by the second. In this practical book, you'll get up to speed on key ideas using Facebook's open source PyTorch framework and gain the latest skills you need to create your very own neural networks. Ian Pointer shows you how to set up PyTorch on a cloud-based environment, then walks you through the creation of neural architectures that facilitate operations on images, sound, text, and more through deep dives into each element. He also covers the critical concepts of applying transfer learning to images, debugging models, and PyTorch in production.
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Contributor Bio(s): Pointer, Ian: - Ian Pointer is a data engineer, specializing in machine learning solutions (including deep learning techniques) for multiple Fortune 100 clients. Ian is currently at Lucidworks, where he works on cutting-edge NLP applications and engineering. |