TY  - BOOK
AU  - Ramsundar, Bharath
AU  - Eastman, Peter
AU  - Walters, Patrick
AU  - Pande, Vijay
TI  - Deep learning for the life sciences: applying deep learning to genomics, microscopy, drug discovery, and more 
SN  - 9789352138333
U1  - 570 RAM-B 
PY  - 2019///
CY  - India
PB  - Shroff Publishers 
KW  - Machine learning
KW  - Artificial intelligence
KW  - Life sciences--Data processing
KW  - Mathematics
KW  - Science
N1  - All Indian reprints of O'Reilly are printed in grayscale.
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.<Br> 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 medicinal example that represents one of science greatest challenges. <Br>
Learn the basics of performing machine learning on molecular data <understand why deep learning is a powerful tool for genetics and genomic
Apply deep learning to understand Biophysical systems <beget 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 </br>
ER  -