Deep Learning for the Life Sciences 1st Edition: Applying Deep Learning to Genomics, Microscopy, Drug Discovery, and More

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 Deep Chem 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 Additional ISBNs1492039837, 1492039799, 1492039802, 9781492039839, 9781492039792, 9781492039808Deep Learning for the Life Sciences: Applying Deep Learning to Genomics, Microscopy, Drug Discovery, and More 1st Edition is written by Bharath Ramsundar; Peter Eastman; Patrick Walters; Vijay Pande and published by O’Reilly Media. ISBNs for Deep Learning for the Life Sciences are 9781492039785, 1492039780 and the print ISBNs are 9781492039839, 1492039837. Additional ISBNs include 1492039837, 1492039799, 1492039802, 9781492039839, 9781492039792, 9781492039808.