Convex Optimization
Convex optimization problems arise frequently in many different fields. A comprehensive introduction to the subject, this book shows in detail how such problems can be solved numerically with great efficiency....
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727 pages
2004-03-25 Published
Introduction to Applied Linear Algebra
This groundbreaking textbook combines straightforward explanations with a wealth of practical examples to offer an innovative approach to teaching linear algebra. Requiring no prior knowledge of the subject, it covers...
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474 pages
2018-06-07 Published
Veridical Data Science
Using real-world data case studies, this innovative and accessible textbook introduces an actionable framework for conducting trustworthy data science. Most textbooks present data science as a linear analytic process involving...
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526 pages
2024-10-15 Published
An Introduction to Quantum Machine Learning for Engineers
This monograph is motivated by a number of recent developments that appear to define a possible new role for researchers with an engineering profile. First, there are now several software...
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238 pages
2022-07-30 Published
Gaussian Processes for Machine Learning
A comprehensive and self-contained introduction to Gaussian processes, which provide a principled, practical, probabilistic approach to learning in kernel machines. Gaussian processes (GPs) provide a principled, practical, probabilistic approach to...
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272 pages
2006-01-10 Published
Pattern Recognition and Machine Learning
This leading textbook provides a comprehensive introduction to the fields of pattern recognition and machine learning. It is aimed at advanced undergraduates or first-year PhD students, as well as researchers...
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798 pages
2007-02-01 Published
Selling the American People
How marketers learned to dream of optimization and speak in the idiom of management science well before the widespread use of the Internet. Algorithms, data extraction, digital marketers monetizing "eyeballs":...
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348 pages
2023-07-18 Published
Milk and Honey
An innovative historical analysis of the intersection of religion and technology in making the modern state, focusing on bodily production and reproduction across the human-animal divide. In Milk and Honey, Tamar...
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288 pages
2023-08-08 Published
Real Life in Real Time
The cultural ramifications of online live streaming, including its effects on identity and power in digital spaces. Some consider live streaming—the broadcasting of video and/or audio footage live online—simply an...
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352 pages
2023-08-22 Published
The Future Is Present
A critical history of the pioneering art and technology group Mobile Image and their prescient work in communications, networking, and information systems. In The Future Is Present, Philip Glahn and Cary Levine...
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330 pages
2024-06-18 Published
Living Surfaces
An investigation of aesthetics and visualizations of planetary surfaces from an experimental media theory perspective. What if every vista, every island—indeed, every geographical feature on Earth—could be viewed as an...
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320 pages
2024-06-25 Published
Geographic Data Science with Python
This book provides the tools, the methods, and the theory to meet the challenges of contemporary data science applied to geographic problems and data. In the new world of pervasive,...
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410 pages
2023-06-14 Published