Deep Learning with Python, Second Edition

類型： 簡裝書 語言： 英語（English） 作者： Chollet, Francois 頁數(shù)： 504 頁 出版于： 2022-04-07 ISBN13： 9781617296864 ISBN10： 1617296864 出版社： Manning Publications 規(guī)格： 23.368 x 18.796 x 3.302 cm 重量： 1043 克 商品備注： 第三版9781633436589

暫無英文簡介
查看Google書籍信息

<b>Printed in full color! Unlock the groundbreaking advances of deep learning with this extensively revised new edition of the bestselling original. Learn directly from the creator of Keras and master practical Python deep learning techniques that are easy to apply in the real world.</b> <p/>In <i>Deep Learning with Python, Second Edition</i> you will learn: <p/> Deep learning from first principles<br> Image classification and image segmentation<br> Timeseries forecasting<br> Text classification and machine translation<br> Text generation, neural style transfer, and image generation<br> Full color printing throughout <p/> <i>Deep Learning with Python</i> has taught thousands of readers how to put the full capabilities of deep learning into action. This extensively revised full color second edition introduces deep learning using Python and Keras, and is loaded with insights for both novice and experienced ML practitioners. You'll learn practical techniques that are easy to apply in the real world, and important theory for perfecting neural networks. <p/> Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. <p/> About the technology<br> Recent innovations in deep learning unlock exciting new software capabilities like automated language translation, image recognition, and more. Deep learning is quickly becoming essential knowledge for every software developer, and modern tools like Keras and TensorFlow put it within your reach--even if you have no background in mathematics or data science. This book shows you how to get started. <p/> About the book<br> <i>Deep Learning with Python, Second Edition</i> introduces the field of deep learning using Python and the powerful Keras library. In this revised and expanded new edition, Keras creator Fran?ois Chollet offers insights for both novice and experienced machine learning practitioners. As you move through this book, you'll build your understanding through intuitive explanations, crisp color illustrations, and clear examples. You'll quickly pick up the skills you need to start developing deep-learning applications. <p/> What's inside <p/> Deep learning from first principles<br> Image classification and image segmentation<br> Time series forecasting<br> Text classification and machine translation<br> Text generation, neural style transfer, and image generation<br> Full color printing throughout <p/> About the reader<br> For readers with intermediate Python skills. No previous experience with Keras, TensorFlow, or machine learning is required. <p/> About the author<br> <b>Fran?ois Chollet</b> is a software engineer at Google and creator of the Keras deep-learning library. <p/> Table of Contents<br> 1 What is deep learning?<br> 2 The mathematical building blocks of neural networks<br> 3 Introduction to Keras and TensorFlow<br> 4 Getting started with neural networks: Classification and regression<br> 5 Fundamentals of machine learning<br> 6 The universal workflow of machine learning<br> 7 Working with Keras: A deep dive<br> 8 Introduction to deep learning for computer vision<br> 9 Advanced deep learning for computer vision<br> 10 Deep learning for timeseries<br> 11 Deep learning for text<br> 12 Generative deep learning<br> 13 Best practices for the real world<br> 14 Conclusions

圖書的預(yù)售
若書籍的出版日期為將來的時間，即該商品處于預(yù)售狀態(tài)。我們將在出版后進(jìn)行發(fā)貨。

其它信息
了解支付方式、發(fā)票制度、積分和優(yōu)惠券兌換等內(nèi)容