Deep Learning with R, Second Edition

Deep learning from the ground up using R and the powerful Keras library! In Deep Learning with R, Second Edition you will learn:

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

Deep Learning with R, Second Edition shows you how to put deep learning into action. It's based on the revised new edition of François Chollet's bestselling Deep Learning with Python. All code and examples have been expertly translated to the R language by Tomasz Kalinowski, who maintains the Keras and Tensorflow R packages at RStudio. Novices and experienced ML practitioners will love the expert insights, practical techniques, and important theory for building neural networks. about the technology Deep learning has become essential knowledge for data scientists, researchers, and software developers. The R language APIs for Keras and TensorFlow put deep learning within reach for all R users, even if they have no experience with advanced machine learning or neural networks. This book shows you how to get started on core DL tasks like computer vision, natural language processing, and more using R. what's inside

Image classification and image segmentation Time series forecasting Text classification and machine translation Text generation, neural style transfer, and image generation

about the reader For readers with intermediate R skills. No previous experience with Keras, TensorFlow, or deep learning is required.

Author: François Chollet, Tomasz Kalinowski, Joseph Allaire
Publisher: Manning Publications
Published: 08/03/2022
Pages: 568
Binding Type: Paperback
Weight: 1.86lbs
Size: 9.19h x 7.43w x 1.19d
ISBN13: 9781633439849
ISBN10: 1633439844
BISAC Categories:
- Computers | Data Science | Neural Networks
- Computers | Artificial Intelligence | General
- Computers | Machine Theory

About the Author
François Chollet is a software engineer at Google and creator of Keras.

Tomasz Kalinowski is a software engineer at RStudio and maintainer of the Keras and Tensorflow R packages.

J.J. Allaire is the founder of RStudio, the creator of the R interfaces to TensorFlow and Keras, and the author of the first edition of this book.