Deep Learning with R

Deep Learning with R

François Chollet , J.J. Allaire
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Feb 9, 2018 · English · Paperback (335 pages)
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Book Details

Format Paperback
Pages 335
Language English
Published Feb 9, 2018
Publisher Manning Publications Co.
ISBN-10 161729554X
ISBN-13 9781617295546

Description

This book serves as a comprehensive guide for those looking to delve into deep learning through the lens of R programming. It introduces readers to fundamental concepts in deep learning while providing practical examples and applications using the Keras library. The authors expertly break down complex theories, making them accessible to both novices and experienced practitioners alike.

Through hands-on projects, readers gain confidence in building, training, and evaluating deep learning models. The text emphasizes the importance of understanding the underlying mechanics of the algorithms, encouraging readers to develop a strong foundation in machine learning principles. With a rich blend of theory and practice, it prepares individuals for real-world challenges in data science.

Ultimately, this resource is invaluable for anyone looking to enhance their skills in deep learning, offering a clear pathway from theoretical knowledge to practical application. The collaborative insights from respected authors ensure that learners are well-equipped to innovate in this rapidly evolving field.

Genres

Science & Technology
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