We're in the midst of an AI research explosion. Deep learning has
unlocked superhuman perception that has powered our push toward
self-driving vehicles, the ability to defeat human experts at a
variety of difficult games including Go and Starcraft, and even
generate essays with shockingly coherent prose. But deciphering
these breakthroughs often takes a Ph.D. education in machine
learning and mathematics. This updated second edition describes the
intuition behind these innovations without the jargon and
complexity. By the end of this book, Python-proficient programmers,
software engineering professionals, and computer science majors
will be able to re-implement these breakthroughs on their own and
reason about them with a level of sophistication that rivals some
of the best in the field. New chapters cover recent advancements in
the fields of generative modeling and interpretability. Code
examples throughout the book are updated to TensorFlow 2 and
PyTorch 1.4.
General
Imprint: |
O'Reilly Media
|
Country of origin: |
United States |
Release date: |
May 2022 |
Authors: |
Nithin Buduma
• Nikhil Buduma
• Joe Papa
|
Dimensions: |
232 x 178 x 24mm (L x W x T) |
Format: |
Paperback
|
Pages: |
450 |
Edition: |
2nd New edition |
ISBN-13: |
978-1-4920-8218-7 |
Categories: |
Books
|
LSN: |
1-4920-8218-X |
Barcode: |
9781492082187 |
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