![]() |
![]() |
Your cart is empty |
||
Showing 1 - 1 of 1 matches in All Departments
Principles and Labs for Deep Learning provides the knowledge and techniques needed to help readers design and develop deep learning models. Deep Learning techniques are introduced through theory, comprehensively illustrated, explained through the TensorFlow source code examples, and analyzed through the visualization of results. The structured methods and labs provided by Dr. Huang and Dr. Le enable readers to become proficient in TensorFlow to build deep Convolutional Neural Networks (CNNs) through custom APIs, high-level Keras APIs, Keras Applications, and TensorFlow Hub. Each chapter has one corresponding Lab with step-by-step instruction to help the reader practice and accomplish a specific learning outcome. Deep Learning has been successfully applied in diverse fields such as computer vision, audio processing, robotics, natural language processing, bioinformatics and chemistry. Because of the huge scope of knowledge in Deep Learning, a lot of time is required to understand and deploy useful, working applications, hence the importance of this new resource. Both theory lessons and experiments are included in each chapter to introduce the techniques and provide source code examples to practice using them. All Labs for this book are placed on GitHub to facilitate the download. The book is written based on the assumption that the reader knows basic Python for programming and basic Machine Learning.
|
![]() ![]() You may like...
Understanding The Call of the Wild - A…
Claudia Durst Johnson
Hardcover
R1,949
Discovery Miles 19 490
The Palgrave Handbook of Practical…
Andrew Linzey, Clair Linzey
Hardcover
R6,140
Discovery Miles 61 400
Hunters, Predators and Prey - Inuit…
Frederic Laugrand, Jarich Oosten
Paperback
R976
Discovery Miles 9 760
Hunters, Predators and Prey - Inuit…
Frederic Laugrand, Jarich Oosten
Hardcover
R3,258
Discovery Miles 32 580
Childhood and Pethood in Literature and…
Anna Feuerstein, Carmen Nolte-Odhiambo
Hardcover
R4,074
Discovery Miles 40 740
|