Deep Learning for the Life Sciences

Language: English

Published by O'Reilly Media, US, 2019

1492039837 / 9781492039839

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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. Learn the basics of performing machine learning on molecular data Understand why deep learning is a powerful tool for genetics and genomics Apply deep learning to understand biophysical systems Get a brief introduction to machine learning with DeepChem Use deep learning to analyze microscopic images Analyze medical scans using deep learning techniques Learn about variational autoencoders and generative adversarial networks Interpret what your model is doing and how it's working.

Seller Inventory # LU-9781492039839

Title
Deep Learning for the Life Sciences
Author
Vijay Pande, Peter Eastman, Bharath Ramsundar, Karl Leswing
Publisher
O'Reilly Media, US
Publication year
2019
Condition
New
Binding
Paperback
Language
English
ISBN 10
1492039837
ISBN 13
9781492039839

Rarewaves.com USA

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