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Understanding Deep Learning
Introduction to Algorithms, fourth edition
A comprehensive update of the leading algorithms text, with new material on matchings in bipartite graphs, online algorithms, machine learning, and other topics. Some books on …
Monsters, Aliens, and Holes in the Ground
The Blind Spot
Design for a Better World
How human behavior brought our world to the brink, and how human behavior can save us. The world is a mess. Our dire predicament, from collapsing social structures to the climate …
Invention and Innovation
From the New York Times-bestselling author, a new volume on the history of human ingenuity--and its attendant breakthroughs and busts. The world is never finished catching up with …
Atlas of Perfumed Botany
A cartography of fragrance that charts the botany and geography of perfume composition. For perfume makers, each smell carries with it a multitude of associations and impressions …
Her Space, Her Time
Probabilistic Machine Learning
An advanced book for researchers and graduate students working in machine learning and statistics who want to learn about deep learning, Bayesian inference, generative models, and …
Foundations of Computer Vision
An accessible, authoritative, and up-to-date computer vision textbook offering a comprehensive introduction to the foundations of the field that incorporates the latest deep …
Probabilistic Machine Learning
A detailed and up-to-date introduction to machine learning, presented through the unifying lens of probabilistic modeling and Bayesian decision theory. This book offers a detailed …
The AI Playbook
In his bestselling first book, Eric Siegel explained how machine learning works. Now, in The AI Playbook, he shows how to capitalize on it. The greatest tool is the hardest to use. …