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Understanding Deep Learning
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 …
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 …
Style and Solitude
Financial Modeling
A substantially updated new edition of the essential text on financial modeling, with revised material, new data, and implementations shown in Excel, R, and Python. Financial …
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 …
Nature-Made Economy
An exploration of the economization of the ocean through the small modifications that enable great transformations of nature. The ocean is the site of an ongoing transformation …
Microeconomics of Banking, third edition
Narrating the Globe
How notions of progress, beauty, and cultural superiority structured the genre of nineteenth-century world histories of architecture--and shaped the discipline as we know it today. …