Deep Learning with Python, Second Edition, Video Edition
In Video Editions the narrator reads the book while the content, figures, code listings, diagrams, and text appear on the screen. Like an audiobook that you can also watch as a video. Chollet is a master of pedagogy and explains complex concepts with minimal fuss, cutting through the math with pract...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Online |
| Sprache: | eng |
| Veröffentlicht: |
Erscheinungsort nicht ermittelbar
Manning Publications
2021
Sebastopol, CA O'Reilly Media Inc. |
| Ausgabe: | 1st edition |
| Schlagworte: | |
| Online Zugang: | https://learning.oreilly.com/library/view/-/9781617296864VE/?ar |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
Tag hinzufügen | Zusammenfassung: | In Video Editions the narrator reads the book while the content, figures, code listings, diagrams, and text appear on the screen. Like an audiobook that you can also watch as a video. Chollet is a master of pedagogy and explains complex concepts with minimal fuss, cutting through the math with practical Python code. He is also an experienced ML researcher and his insights on various model architectures or training tips are a joy to read. Martin Görner, Google 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. In Deep Learning with Python, Second Edition you will learn: Deep learning from first principles Image classification and image segmentation Timeseries forecasting Text classification and machine translation Text generation, neural style transfer, and image generation Deep Learning with Python has taught thousands of readers how to put the full capabilities of deep learning into action. This extensively revised 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. about the technology 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. about the book Deep Learning with Python, Second Edition 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 illustrations, and clear examples. You’ll quickly pick up the skills you need to start developing deep-learning applications. about the audience For readers with intermediate Python skills. No previous experience with Keras, TensorFlow, or machine learnin... |
|---|---|
| Beschreibung: | 1 Online-Ressource (1 video file, approximately 15 hr., 2 min.) |
| ISBN: | 9781617296864VE (Sekundärausgabe) |