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Deep Learning with Python
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- The first edition of Deep Learning with Python is one of the best books on the subject. The second edition made it even better. - Todd CookThe bestseller revised! Deep Learning with Python, Second Edition is a comprehensive introduction to the field of deep learning using Python and the powerful Keras library. Written by Google AI researcher Franรงois Chollet, the creator of Keras, this revised edition has been updated with new chapters, new tools, and cutting-edge techniques drawn from the latest research. You'll build your understanding through practical examples and intuitive explanations that make the complexities of deep learning accessible and understandable.about the technologyMachine learning has made remarkable progress in recent years. We've gone from near-unusable speech recognition, to near-human accuracy. From machines that couldn't beat a serious Go player, to defeating a world champion. Medical imaging diagnostics, weather forecasting, and natural language question answering have suddenly become tractable problems. Behind this progress is deep learningโa combination of engineering advances, best practices, and theory that enables a wealth of previously impossible smart applications across every industry sectorabout the bookDeep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. You'll learn directly from the creator of Keras, Franรงois Chollet, building your understanding through intuitive explanations and practical examples. Updated from the original bestseller with over 50% new content, this second edition includes new chapters, cutting-edge innovations, and coverage of the very latest deep learning tools. You'll explore challenging concepts and practice with applications in computer vision, natural-language processing, and generative models. By the time you finish, you'll have the knowledge and hands-on skills to apply deep learning in your own projects.what's insideDeep learning from first principlesImage-classification, imagine segmentation, and object detectionDeep learning for natural language processingTimeseries forecastingNeural style transfer, text generation, and image generationabout the readerReaders need intermediate Python skills. No previous experience with Keras, TensorFlow, or machine learning is required.about the authorFranรงois Chollet works on deep learning at Google in Mountain View, CA. He is the creator of the Keras deep-learning library, as well as a contributor to the TensorFlow machine-learning framework. He also does AI research, with a focus on abstraction and reasoning. His papers have been published at major conferences in the field, including the Conference on Computer Vision and Pattern Recognition (CVPR), the Conference and Workshop on Neural Information Processing Systems (NIPS), the International Conference on Learning Representations (ICLR), and others.
| Publisher | Manning Publications |
| Publication date | 7 April 2022 |
| Edition | 1st |
| Language | English |
| Print length | 400 pages |
| ISBN-10 | 1617296864 |
| ISBN-13 | 978-1617296864 |
| Item weight | 1.07 kg |
| Dimensions | 18.73 x 3.3 x 23.5 cm |
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แแแกแฃแฎแ: แแแ แขแแแแ แงแแแแ Deep Learning with Python แแแแแแ Ubuy-แแแ.. แแฅแแแ แฃแแ แแแแ แฃแแแ แแแซแแแแแ แแ แแแฃแฅแขแ, แแแ แฉแแแ แแฅแแแแ แแแฌแแแแแแก แแแแแแ แจแแแแฌแแแแแก แแ แแก แแ แแแแขแแแแ แแแ แแฅแแแแก แแแแแแแก. -
แแแแฎแแ: Deep Learning with Python แฎแแแแแกแแฌแแแแแแ แแแแแแ แจแแแแแแแกแแแแก Georgia-แจแ?
แแแกแฃแฎแ: แแแแฎ, Ubuy Georgia-แจแ แแก แแ แแแฃแฅแขแ แแฅแแแแแแแก แฎแแแแแกแแฌแแแแแแ แแแแแแ แฃแ แคแแกแแ.. Deep Learning with Python แแ แแ แแก แฎแแแแแกแแฌแแแแแ แแแแแแแแ แแแแ, แแแแ แแ แจแแแแซแแแแ แแแฏแแ แแแแก แฉแแแแ แแฅแกแแ แแก แแแฌแแแแแแก แกแแ แแแกแแแ. -
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