DEEP LEARNING FOR THE LIFE SCIENCES: APPLYING DEEP LEARNING TO GENOMICS, MICROSCOPY, DRUG DISCOVERY, AND , BHARATH RAMSUNDAR, ISBN: 9781492039839

En algunas ocasiones las existencias pueden estar erróneas o no se lo podremos conseguir en el plazo señalado. Confiamos en su comprensión y le agradecemos la confianza depositada. Esperamos no defraudarle.

BHARATH RAMSUNDAR

DEEP LEARNING FOR THE LIFE SCIENCES: APPLYING DEEP LEARNING TO GENOMICS, MICROSCOPY, DRUG DISCOVERY, AND

978-1-4920-3983-9 / 9781492039839

NO DISPONIBLE ACTUALMENTE

Autor:
BHARATH RAMSUNDAR
Editorial:
O'REILLY MEDIA, INC.
Año:
2021
Lugar de edición:
SEBASTOPOL. CALIFORNIA (USA)
Colección:
< Genérica >
Materia:
Ciencias puras. Ciencias exactas y naturales

Comentarios

Deep learning has already achieved remarkable results in many fields. Now its 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. Youll 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 sciences 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 its working