Deep Learning with Python, Second Edition, Chollet Francois
Старое издание
Автор: Chollet Francois Название: Deep Learning with Python ISBN: 1617294438 ISBN-13(EAN): 9781617294433 Издательство: Pearson Education Цена: 7918.00 р. Наличие на складе: Поставка под заказ. 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 ISBN: 1617294438 ISBN-13(EAN): 9781617294433 Издательство: Pearson Education Рейтинг: Цена: 7918.00 р. Наличие на складе: Поставка под заказ.
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, Isabelle Robert, J-m Название: Orthographe progressive du francais ISBN: 209038459X ISBN-13(EAN): 9782090384598 Издательство: Неизвестно Рейтинг: Цена: 3702.00 р. Наличие на складе: 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, 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.
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: Isabelle Chollet;Jean-Michel Robert Название: CORR.ORTHOGRAPHE PROGR.INT.2E ED. ISBN: 2090381469 ISBN-13(EAN): 9782090381467 Издательство: Неизвестно Рейтинг: Цена: 576.00 р. Наличие на складе: Нет в наличии.
Автор: Chollet MD Hillary Название: White Coat and Sneakers ISBN: 0615757863 ISBN-13(EAN): 9780615757865 Издательство: Неизвестно Цена: 1898.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Chollet Francois, Allaire J. J. Название: Deep Learning with R ISBN: 161729554X ISBN-13(EAN): 9781617295546 Издательство: Pearson Education Рейтинг: Цена: 9194.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Summary
Deep Learning with R introduces the world of deep learning using the powerful Keras library and its R language interface. The book builds your understanding of deep learning 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. Deep-learning systems now enable previously impossible smart applications, revolutionizing image recognition and natural-language processing, and identifying complex patterns in data. The Keras deep-learning library provides data scientists and developers working in R a state-of-the-art toolset for tackling deep-learning tasks.
About the Book
Deep Learning with R introduces the world of deep learning using the powerful Keras library and its R language interface. Initially written for Python as Deep Learning with Python by Keras creator and Google AI researcher Francois Chollet and adapted for R by RStudio founder J. J. Allaire, this book builds your understanding of deep learning through intuitive explanations and practical examples. You'll practice your new skills with R-based applications in computer vision, natural-language processing, and generative models.
What's Inside
Deep learning from first principles
Setting up your own deep-learning environment
Image classification and generation
Deep learning for text and sequences
About the Reader
You'll need intermediate R programming skills. No previous experience with machine learning or deep learning is assumed.
About the Authors
Francois Chollet is a deep-learning researcher at Google and the author of the Keras library.
J.J. Allaire is the founder of RStudio and the author of the R interfaces to TensorFlow and Keras.
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
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