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

Fred and Ted fly off on an island vacation in this book. Perfect for babies (and parents) who love dogs, planes, and tropical idylls, this charming introduction to opposites is also a perfect introduction to Fred and Ted

Calling all P. D. Eastman fans What could be a better than six Beginner Books written and/or illustrated by P. D.--or son Peter--Eastman? Six of them for less than the price of two At only $15.99, "The Big Purple Book of Beginner Books" is an incredible value and includes the full, unabridged text and illustrations for "A Fish Out of Water" by Helen Palmer, " I'll Teach My Dog 100 Words" by Michael Frith, "Fred and Ted Go Camping" by Peter Eastman, "Snow" by P. D. Eastman and Roy McKie, and "Flap Your Wings "and" Big Dog . . . Little Dog" by P. D. Eastman, all bound together in one sturdy, hardcover omnibus. Perfect for birthdays and holidays, this is a classic, affordable gift the whole family can enjoy together.