Topic: Machine Learning

The Shallow and the Deep

The Shallow and the Deep

The Shallow and the Deep is a collection of lecture notes that offers an accessible introduction to neural networks and machine learning in general. However, it was clear from the...
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290 pages
2023-09-27 Published
Generative AI in Higher Education

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

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

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
Mathematics for Machine Learning

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
Deep R Programming

Deep R Programming

Deep R Programming is a comprehensive and in-depth introductory course on one of the most popular languages for data science. It equips ambitious students, professionals, and researchers with the knowledge and...
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466 pages
2023-06-28 Published
AI Magazine - May 2024

AI Magazine - May 2024

The World's No.1 Bi-Monthly Artificial Intelligence Magazine - insights on AI Strategy, Machine Learning, AR & VR, Data & Analytics, Technology and AI Applications.
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203 pages
2024 Published
AI Magazine - March 2024

AI Magazine - March 2024

The World's No.1 Bi-Monthly Artificial Intelligence Magazine - insights on AI Strategy, Machine Learning, AR & VR, Data & Analytics, Technology and AI Applications.
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312 pages
2024 Published
AI Magazine - December 2023

AI Magazine - December 2023

The World's No.1 Bi-Monthly Artificial Intelligence Magazine - insights on AI Strategy, Machine Learning, AR & VR, Data & Analytics, Technology and AI Applications.
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172 pages
2023 Published
AI Magazine - October 2023

AI Magazine - October 2023

The World's No.1 Bi-Monthly Artificial Intelligence Magazine - insights on AI Strategy, Machine Learning, AR & VR, Data & Analytics, Technology and AI Applications.
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128 pages
2023 Published
AI Magazine - August 2023

AI Magazine - August 2023

The World's No.1 Bi-Monthly Artificial Intelligence Magazine - insights on AI Strategy, Machine Learning, AR & VR, Data & Analytics, Technology and AI Applications.
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120 pages
2023 Published
AI Magazine - June 2023

AI Magazine - June 2023

The World's No.1 Bi-Monthly Artificial Intelligence Magazine - insights on AI Strategy, Machine Learning, AR & VR, Data & Analytics, Technology and AI Applications.
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130 pages
2023 Published