Название: Deep Learning for the Life Sciences

Deep Learning for the Life Sciences

Author: Bharath Ramsundar, Peter Eastman, Patrick Walters, and Vijay Pande
Year: 2019
Publisher: O’Reilly Media
ISBN 978-1-492-03983-9
Pages: 238
Language: Eng
Format: PDF
Size: 17 Mb

Content: Deep learning has already achieved remarkable results in many fields. Now it’s making waves throughout the sciences broadly and the life sciences in particular.

This practical book teaches developers and scientists how to use deep learning for genomics, chemistry, biophysics, microscopy, medical analysis, and other fields.

Ideal for practicing developers and scientists ready to apply their skills to scientific applications such as biology, genetics, and drug discovery, this book introduces several deep network primitives.

You’ll follow a case study on the problem of designing new therapeutics that ties together physics, chemistry, biology, and medicine—an example that represents one of science’s greatest challenges.

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