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Deep Learning for the Life Sciences - Applying Deep Learning to Genomics, Microscopy, Drug Discovery, and More (Paperback)
Loot Price: R1,451
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Deep Learning for the Life Sciences - Applying Deep Learning to Genomics, Microscopy, Drug Discovery, and More (Paperback)
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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
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