Deep Learning with Python, Third Edition, Chollet Francois
Старое издание
Автор: Chollet Francois Название: Deep Learning with Python ISBN: 1617294438 ISBN-13(EAN): 9781617294433 Издательство: Pearson Education Цена: 7390.00 р. Наличие на складе: Невозможна поставка. Описание:
Summary
Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher Francois Chollet, this book builds your understanding through intuitive explanations and practical examples.
Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.
About the Technology
Machine learning has made remarkable progress in recent years. We went from near-unusable speech and image recognition, to near-human accuracy. We went from machines that couldn't beat a serious Go player, to defeating a world champion. Behind this progress is deep learning--a combination of engineering advances, best practices, and theory that enables a wealth of previously impossible smart applications.
About the Book
Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher Francois Chollet, this book builds your understanding through intuitive explanations and practical examples. You'll explore challenging concepts and practice with applications in computer vision, natural-language processing, and generative models. By the time you finish, you'll have the knowledge and hands-on skills to apply deep learning in your own projects.
What's Inside
Deep learning from first principles
Setting up your own deep-learning environment
Image-classification models
Deep learning for text and sequences
Neural style transfer, text generation, and image generation
About the Reader
Readers need intermediate Python skills. No previous experience with Keras, TensorFlow, or machine learning is required.
About the Author
Francois Chollet works on deep learning at Google in Mountain View, CA. He is the creator of the Keras deep-learning library, as well as a contributor to the TensorFlow machine-learning framework. He also does deep-learning research, with a focus on computer vision and the application of machine learning to formal reasoning. His papers have been published at major conferences in the field, including the Conference on Computer Vision and Pattern Recognition (CVPR), the Conference and Workshop on Neural Information Processing Systems (NIPS), the International Conference on Learning Representations (ICLR), and others.
Table of Contents
PART 1 - FUNDAMENTALS OF DEEP LEARNING
What is deep learning?
Before we begin: the mathematical building blocks of neural networks
Getting started with neural networks
Fundamentals of machine learning
PART 2 - DEEP LEARNING IN PRACTICE
Deep learning for computer vision
Deep learning for text and sequences
Advanced deep-learning best practices
Generative deep learning
Conclusions
appendix A - Installing Keras and its dependencies on Ubuntuappendix B - Running Jupyter notebooks on an EC2 GPU instance
Автор: Chollet Francois Название: Deep Learning with Python, Second Edition ISBN: 1617296864 ISBN-13(EAN): 9781617296864 Издательство: Pearson Education Цена: 9700.00 р. Наличие на складе: Поставка под заказ. Описание: "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 Gцrner, GooglePrinted 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. 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 Full color printing throughout Deep Learning with Python 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. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. 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 Franзois 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. What's inside Deep learning from first principles Image classification and image segmentation Time series forecasting Text classification and machine translation Text generation, neural style transfer, and image generation Full color printing throughout About the reader For readers with intermediate Python skills. No previous experience with Keras, TensorFlow, or machine learning is required. About the author Franзois Chollet is a software engineer at Google and creator of the Keras deep-learning library. Table of Contents 1 What is deep learning? 2 The mathematical building blocks of neural networks 3 Introduction to Keras and TensorFlow 4 Getting started with neural networks: Classification and regression 5 Fundamentals of machine learning 6 The universal workflow of machine learning 7 Working with Keras: A deep dive 8 Introduction to deep learning for computer vision 9 Advanced deep learning for computer vision 10 Deep learning for timeseries 11 Deep learning for text 12 Generative deep learning 13 Best practices for the real world 14 Conclusions
Автор: Chollet, Mona Название: In defence of witches ISBN: 152903406X ISBN-13(EAN): 9781529034066 Издательство: Pan Macmillan Рейтинг: Цена: 1269.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: A dynamic feminist polemic arguing that the aftermath of the witch hunts continues today: the same reasons for which women were demonized in the past - being single, ageing, deciding to not have children - lead to them be persecuted now.
Автор: Chollet Francois Название: Deep Learning with Python, Second Edition ISBN: 1617296864 ISBN-13(EAN): 9781617296864 Издательство: Pearson Education Рейтинг: Цена: 9700.00 р. Наличие на складе: Поставка под заказ.
Описание: "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 Gцrner, GooglePrinted 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. 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 Full color printing throughout Deep Learning with Python 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. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. 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 Franзois 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. What's inside Deep learning from first principles Image classification and image segmentation Time series forecasting Text classification and machine translation Text generation, neural style transfer, and image generation Full color printing throughout About the reader For readers with intermediate Python skills. No previous experience with Keras, TensorFlow, or machine learning is required. About the author Franзois Chollet is a software engineer at Google and creator of the Keras deep-learning library. Table of Contents 1 What is deep learning? 2 The mathematical building blocks of neural networks 3 Introduction to Keras and TensorFlow 4 Getting started with neural networks: Classification and regression 5 Fundamentals of machine learning 6 The universal workflow of machine learning 7 Working with Keras: A deep dive 8 Introduction to deep learning for computer vision 9 Advanced deep learning for computer vision 10 Deep learning for timeseries 11 Deep learning for text 12 Generative deep learning 13 Best practices for the real world 14 Conclusions
Автор: Chollet, Isabelle Robert, Jean-michel Название: Les verbes et leurs constructions - 2eme edition ISBN: 209039515X ISBN-13(EAN): 9782090395150 Издательство: Неизвестно Рейтинг: Цена: 4200.00 р. Наличие на складе: Есть (1 шт.)
Автор: Mona Chollet; translated by Susan Emanuel Название: Reinventing Love ISBN: 1250285720 ISBN-13(EAN): 9781250285720 Издательство: Macmillan USA Рейтинг: Цена: 2483.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Mona Chollet; translated by Susan Emanuel Название: Reinventing Love ISBN: 1250877598 ISBN-13(EAN): 9781250877598 Издательство: Macmillan USA Рейтинг: Цена: 1747.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: De Chollet, Jacqueline Название: Veerni ISBN: 1916846165 ISBN-13(EAN): 9781916846166 Издательство: Неизвестно Рейтинг: Цена: 3960.00 р. Наличие на складе: Поставка под заказ.
Автор: Chollet, Isabelle Robert, Jean-michel Название: Pratique orthographe ISBN: 2090352825 ISBN-13(EAN): 9782090352825 Издательство: Неизвестно Рейтинг: Цена: от 2005.00 р. Наличие на складе: Есть
Описание: Nouvelle histoire de la France contemporaine1. La Chute de la monarchie (1787 1792), M. Vovelle2. La Republique jacobine (10 aoA»t 1792-9 Thermidor an II), M. Bouloiseau3. La Republique bourgeoise (de Thermidor a Brumaire, 1799-1815), D. Woronoff4. L`Episode napoleonien. Aspects interieurs (1799-1815), L. Bergeron5. La France napoleonienne. Aspects exterieurs (1799-1815), R. Dufraisse et M. Kerautret6 et 7. La France des notables (1815-1848)1. L`evolution generale, A. Jardin et A.-J. Tudesq2. La vie de la nation, A. Jardin et A.-J. Tudesq8. 1848 ou l`Apprentissage de la Republique (1848-1852), M. Agulhon9. De la fete imperiale au mur des federes (1852-1871), A. Plessis10. Les Debuts de la IIIe Republique (1871-1898), J.-M. Mayeur11. La Republique radicale ? (1898-1914), M. Reberioux12. Victoire et Frustrations (1914-1929), J.-J. Becker et S. Berstein13. La Crise des annees 30 (1929-1938), D. Borne et H. Dubief14. De Munich a la Liberation (1938-1944), J.-P. Azema15 et 16. La France de la IVe Republique (1944-19858)1. L`ardeur et la necessite (1944-1952), J.-P Rioux2. L`expansion et l`impuissance (1952-1958), J.-P Rioux17 et 18. La France de l`expansion (1958-1974)1. La Republique gaullienne (1958-1969), S. Berstein2. L`apogee Pompidou (1969-1974), S. Berstein et J.-P Rioux19. Crises et alternances (1974-2000), J.-J. Becker avec la collaboration de P. Ory20. La France du XXe siecle. Documents d`histoire, presentes par O. Wieviorka et C. Prochasson
Автор: Chollet, Isabelle Robert, J-m Название: Orthographe progressive du francais ISBN: 2090382163 ISBN-13(EAN): 9782090382167 Издательство: Неизвестно Рейтинг: Цена: 7023.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Nouvelle histoire de la France contemporaine1. La Chute de la monarchie (1787 1792), M. Vovelle2. La Republique jacobine (10 aoA»t 1792-9 Thermidor an II), M. Bouloiseau3. La Republique bourgeoise (de Thermidor a Brumaire, 1799-1815), D. Woronoff4. L`Episode napoleonien. Aspects interieurs (1799-1815), L. Bergeron5. La France napoleonienne. Aspects exterieurs (1799-1815), R. Dufraisse et M. Kerautret6 et 7. La France des notables (1815-1848)1. L`evolution generale, A. Jardin et A.-J. Tudesq2. La vie de la nation, A. Jardin et A.-J. Tudesq8. 1848 ou l`Apprentissage de la Republique (1848-1852), M. Agulhon9. De la fete imperiale au mur des federes (1852-1871), A. Plessis10. Les Debuts de la IIIe Republique (1871-1898), J.-M. Mayeur11. La Republique radicale ? (1898-1914), M. Reberioux12. Victoire et Frustrations (1914-1929), J.-J. Becker et S. Berstein13. La Crise des annees 30 (1929-1938), D. Borne et H. Dubief14. De Munich a la Liberation (1938-1944), J.-P. Azema15 et 16. La France de la IVe Republique (1944-19858)1. L`ardeur et la necessite (1944-1952), J.-P Rioux2. L`expansion et l`impuissance (1952-1958), J.-P Rioux17 et 18. La France de l`expansion (1958-1974)1. La Republique gaullienne (1958-1969), S. Berstein2. L`apogee Pompidou (1969-1974), S. Berstein et J.-P Rioux19. Crises et alternances (1974-2000), J.-J. Becker avec la collaboration de P. Ory20. La France du XXe siecle. Documents d`histoire, presentes par O. Wieviorka et C. Prochasson
Автор: Chollet, Isabelle Robert, J-m Название: Orthographe progressive du francais ISBN: 209038459X ISBN-13(EAN): 9782090384598 Издательство: Неизвестно Рейтинг: Цена: от 1651.00 р. Наличие на складе: Есть
Описание: Nouvelle histoire de la France contemporaine1. La Chute de la monarchie (1787 1792), M. Vovelle2. La Republique jacobine (10 aoA»t 1792-9 Thermidor an II), M. Bouloiseau3. La Republique bourgeoise (de Thermidor a Brumaire, 1799-1815), D. Woronoff4. L`Episode napoleonien. Aspects interieurs (1799-1815), L. Bergeron5. La France napoleonienne. Aspects exterieurs (1799-1815), R. Dufraisse et M. Kerautret6 et 7. La France des notables (1815-1848)1. L`evolution generale, A. Jardin et A.-J. Tudesq2. La vie de la nation, A. Jardin et A.-J. Tudesq8. 1848 ou l`Apprentissage de la Republique (1848-1852), M. Agulhon9. De la fete imperiale au mur des federes (1852-1871), A. Plessis10. Les Debuts de la IIIe Republique (1871-1898), J.-M. Mayeur11. La Republique radicale ? (1898-1914), M. Reberioux12. Victoire et Frustrations (1914-1929), J.-J. Becker et S. Berstein13. La Crise des annees 30 (1929-1938), D. Borne et H. Dubief14. De Munich a la Liberation (1938-1944), J.-P. Azema15 et 16. La France de la IVe Republique (1944-19858)1. L`ardeur et la necessite (1944-1952), J.-P Rioux2. L`expansion et l`impuissance (1952-1958), J.-P Rioux17 et 18. La France de l`expansion (1958-1974)1. La Republique gaullienne (1958-1969), S. Berstein2. L`apogee Pompidou (1969-1974), S. Berstein et J.-P Rioux19. Crises et alternances (1974-2000), J.-J. Becker avec la collaboration de P. Ory20. La France du XXe siecle. Documents d`histoire, presentes par O. Wieviorka et C. Prochasson
Автор: Chollet, Mona Название: In defence of witches ISBN: 1529034043 ISBN-13(EAN): 9781529034042 Издательство: Pan Macmillan Рейтинг: Цена: 1731.00 р. Наличие на складе: Поставка под заказ.
Описание: With an emphasis on psychoanalytic theory, Business, Ethics and Society: Key Concepts, Current Debates and Contemporary Innovations provides a clear, concise introduction to the field of business ethics, while addressing contemporary issues and debates around the impacts of artificial intelligence, social media, the gig economy and populist politics on business and society.
ООО "Логосфера " Тел:+7(495) 980-12-10 www.logobook.ru
