{"product_id":"deep-learning-with-python-second-edition","title":"Deep Learning with Python, Second Edition","description":"\u003cb\u003ePrinted 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.\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eIn \u003ci\u003eDeep Learning with Python, Second Edition\u003c\/i\u003e you will learn: \u003cp\u003e\u003c\/p\u003e Deep learning from first principles\u003cbr\u003e Image classification and image segmentation\u003cbr\u003e Timeseries forecasting\u003cbr\u003e Text classification and machine translation\u003cbr\u003e Text generation, neural style transfer, and image generation\u003cbr\u003e Full color printing throughout \u003cp\u003e\u003c\/p\u003e \u003ci\u003eDeep Learning with Python\u003c\/i\u003e 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. \u003cp\u003e\u003c\/p\u003e Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. \u003cp\u003e\u003c\/p\u003e About the technology\u003cbr\u003e 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. \u003cp\u003e\u003c\/p\u003e About the book\u003cbr\u003e \u003ci\u003eDeep Learning with Python, Second Edition\u003c\/i\u003e introduces the field of deep learning using Python and the powerful Keras library. In this revised and expanded new edition, Keras creator François 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. \u003cp\u003e\u003c\/p\u003e What's inside \u003cp\u003e\u003c\/p\u003e Deep learning from first principles\u003cbr\u003e Image classification and image segmentation\u003cbr\u003e Time series forecasting\u003cbr\u003e Text classification and machine translation\u003cbr\u003e Text generation, neural style transfer, and image generation\u003cbr\u003e Full color printing throughout \u003cp\u003e\u003c\/p\u003e About the reader\u003cbr\u003e For readers with intermediate Python skills. No previous experience with Keras, TensorFlow, or machine learning is required. \u003cp\u003e\u003c\/p\u003e About the author\u003cbr\u003e \u003cb\u003eFrançois Chollet\u003c\/b\u003e is a software engineer at Google and creator of the Keras deep-learning library. \u003cp\u003e\u003c\/p\u003e Table of Contents\u003cbr\u003e 1 What is deep learning?\u003cbr\u003e 2 The mathematical building blocks of neural networks\u003cbr\u003e 3 Introduction to Keras and TensorFlow\u003cbr\u003e 4 Getting started with neural networks: Classification and regression\u003cbr\u003e 5 Fundamentals of machine learning\u003cbr\u003e 6 The universal workflow of machine learning\u003cbr\u003e 7 Working with Keras: A deep dive\u003cbr\u003e 8 Introduction to deep learning for computer vision\u003cbr\u003e 9 Advanced deep learning for computer vision\u003cbr\u003e 10 Deep learning for timeseries\u003cbr\u003e 11 Deep learning for text\u003cbr\u003e 12 Generative deep learning\u003cbr\u003e 13 Best practices for the real world\u003cbr\u003e 14 Conclusions","brand":"Francois Chollet","offers":[{"title":"Paperback","offer_id":46357241102572,"sku":"9781617296864","price":79.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0684\/1791\/3068\/files\/9781617296864.jpg?v=1744378277","url":"https:\/\/intl.allstora.com\/products\/deep-learning-with-python-second-edition","provider":"Allstora","version":"1.0","type":"link"}