Download the fantastic book titled Deep Learning for the Life Sciences written by Bharath Ramsundar, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Deep Learning for the Life Sciences", which was released on 10 April 2019. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Science genre.
Summary of Deep Learning for the Life Sciences by Bharath Ramsundar PDF
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
Detail About Deep Learning for the Life Sciences PDF
- Author : Bharath Ramsundar
- Publisher : O'Reilly Media
- Genre : Science
- Total Pages : 236 pages
- ISBN : 1492039802
- Release Date : 10 April 2019
- PDF File Size : 17,5 Mb
- Language : English
- Rating : 4/5 from 21 reviews
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