Deep Learning with Python


Pengarang : Francois Chollet
Lokasi : Resource Centre STMIK AMIKOM
Tahun : 2017


Deskripsi Buku


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

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