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Deep Learning with R

《Deep Learning with R》

作者:François Chollet, J.J. Allaire

出版时间:2018.01

官网链接:Manning

下载地址:百度网盘(PDF)

内容简介

The clearest explanation of deep learning I have come across…it was a joy to read.

Richard Tobias, Cephasonics

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.

If you’re looking to dig further into deep learning, then Deep Learning with R in Motionis the perfect next step. This video course offers more examples, exercises, and skills to help you lock in what you learn!

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 François 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

François 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.

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