Автор: Hoeger Wener W. K., Hoeger Sharon a., Hoeger Cherie I. Название: Principles and Labs for Fitness and Wellness ISBN: 0357020251 ISBN-13(EAN): 9780357020258 Издательство: Cengage Learning Рейтинг: Цена: 12512.00 р. Наличие на складе: Нет в наличии.
Описание: Emphasizes behavior modification through sensible approaches and provides a strong focus on the practical ways you can incorporate changes into in your daily life.
Автор: Huang Shih-Chia, Le Trung-Hieu Название: Principles and Labs for Deep Learning ISBN: 0323901980 ISBN-13(EAN): 9780323901987 Издательство: Elsevier Science Рейтинг: Цена: 16505.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
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.
