Deep Learning for the Life Sciences is popular PDF and ePub book, written by Bharath Ramsundar in 2019-04-10, it is a fantastic choice for those who relish reading online the Science genre. Let's immerse ourselves in this engaging Science book by exploring the summary and details provided below. Remember, Deep Learning for the Life Sciences can be Read Online from any device for your convenience.
Deep Learning for the Life Sciences Book PDF Summary
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 Book of Deep Learning for the Life Sciences PDF
- Author : Bharath Ramsundar
- Release : 10 April 2019
- Publisher : O'Reilly Media
- ISBN : 9781492039808
- Genre : Science
- Total Page : 236 pages
- Language : English
- PDF File Size : 16,8 Mb
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