Generative AI in Higher Education
Chan and Colloton’s book is one of the first to provide a comprehensive examination of the use and impact of ChatGPT and Generative AI (GenAI) in higher education. Since November...
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260 pages
2024-03-21 Published
The Principles of Deep Learning Theory
This textbook establishes a theoretical framework for understanding deep learning models of practical relevance. With an approach that borrows from theoretical physics, Roberts and Yaida provide clear and pedagogical explanations...
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472 pages
2022-05-26 Published
Automation in Communication
By drawing on multiple examples from healthcare, religion, service encounters and poetry, Lionel Wee presents rich insights into the use of automation in communication through a posthumanist lens. As communication...
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160 pages
2024-09-19 Published
Get Started with MicroPython on Raspberry Pi Pico, 2nd Edition
Microcontrollers, like the RP2040 chip at the heart of Raspberry Pi Pico, are computers stripped back to their bare essentials. You don't use monitors or keyboards with them — instead, you...
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204 pages
2024-06-25 Published
Introduction to Probability for Data Science
This introductory textbook in undergraduate probability emphasizes the inseparability between data (computing) and probability (theory) in our time. It examines the motivation, intuition, and implication of the probabilistic tools used in science and engineering:...
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704 pages
2021-11-05 Published
Mathematics for Machine Learning
The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate courses,...
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390 pages
2020-04-23 Published
Workplace Software and Skills
Workplace Software and Skills is designed to flexibly support a range of courses covering computer literacy, Microsoft Office, and Google Suite applications. The textbook covers both hard and soft skills that...
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1096 pages
2023-11-29 Published
Understanding Deep Learning
An authoritative, accessible, and up-to-date treatment of deep learning that strikes a pragmatic middle ground between theory and practice. Deep learning is a fast-moving field with sweeping relevance in today's...
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496 pages
2023-12-05 Published
Person, Thing, Robot
Why robots defy our existing moral and legal categories and how to revolutionize the way we think about them. Robots are a curious sort of thing. On the one hand,...
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240 pages
2023-09-05 Published
Design, Empathy, Interpretation
A new, empathic approach to design research, drawn from the informed experiences of a leading design research program in Finland. Design, Empathy, Interpretation tells the story of empathic design, a design...
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200 pages
2023-09-12 Published
Social Networks with Rich Edge Semantics
Social Networks with Rich Edge Semantics introduces a new mechanism for representing social networks in which pairwise relationships can be drawn from a range of realistic possibilities, including different types...
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230 pages
2020-06-30 Published
Minimalist Data Wrangling with Python
Minimalist Data Wrangling with Python is envisaged as a student's first introduction to data science, providing a high-level overview as well as discussing key concepts in detail. We explore methods for cleaning...
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442 pages
2022-08-24 Published