Deep Learning for the Life Sciences

aw_product_id: 
28948588293
merchant_image_url: 
https://cdn.waterstones.com/bookjackets/large/9781/4920/9781492039839.jpg
merchant_category: 
Books
search_price: 
63.99
book_author_name: 
Bharath Ramsundar
book_type: 
Paperback
publisher: 
O'Reilly Media, Inc, USA
published_date: 
12/04/2019
isbn: 
9781492039839
Merchant Product Cat path: 
Books > Science, Technology & Medicine > Mathematics & science > Biology / life sciences > Genetics (non-medical)
specifications: 
Bharath Ramsundar|Paperback|O'Reilly Media, Inc, USA|12/04/2019
Merchant Product Id: 
9781492039839
Book Description: 
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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