A simple, enduring framework for understanding the complex world of AI and machine learning-- A simple, enduring framework for understanding the complex world of AI and machine learningupdated with a new preface.As the capab...Lasīt vairāk
The Computer Always Wins is a joyful and accessible introduction to computer science, with the key ideas framed through the lens of board games and strategy games that readers already know-- An engaging and approachable resource for begi...Lasīt vairāk
Essays that look at the challenges and risks in designing algorithms and platforms for children, with an emphasis on innovative designs and solutions for algorithmic justice, learning, and equity-- Essays on the challenges and risks of d...Lasīt vairāk
A multi-authored comprehensive introduction to live codings potential open up deeper questions about contemporary cultural production and computational culture-- The first comprehensive introduction to the origins, aspirations, and evol...Lasīt vairāk
How Hansel and Gretel, Sherlock Holmes, the movie Groundhog Day, Harry Potter, and other familiar stories illustrate the concepts of computing.Picture a computer scientist, staring at a screen and clicking away frantically on a...Lasīt vairāk
Ethnographic study of the constitution of algorithms-- A laboratory study that investigates how algorithms come into existence.Algorithms--often associated with the terms big data, machine learning, or artificial intelligence...Lasīt vairāk
(Izdošanas datums: 06-Apr-2021, Hardback, Izdevniecība: MIT Press, ISBN-13: 9780262045254)
This text introduces undergraduates to quantum computation in terms of elementary linear algebra by emphasizing computation and algorithms rather than physics-- Quantum computing explained in terms of elementary linear algebra, emphasizi...Lasīt vairāk
An introduction to computational thinking that traces a genealogy beginning centuries before the digital computer.A few decades into the digital era, scientists discovered that thinking in terms of computation made possible an entire...Lasīt vairāk
Sērija : Adaptive Computation and Machine Learning series
(Izdošanas datums: 25-Dec-2018, Hardback, Izdevniecība: MIT Press, ISBN-13: 9780262039406)
A new edition of a graduate-level machine learning textbook that focuses on the analysis and theory of algorithms.This book is a general introduction to machine learning that can serve as a textbook for graduate students and a refere...Lasīt vairāk
Sērija : Adaptive Computation and Machine Learning series
(Izdošanas datums: 29-Nov-2017, Hardback, Izdevniecība: MIT Press, ISBN-13: 9780262037310)
The mathematization of causality is a relatively recent development, and has become increasingly important in data science and machine learning. This book offers a self-contained and concise introduction to causal models and how to learn them from...Lasīt vairāk
(Izdošanas datums: 11-Aug-2017, Hardback, Izdevniecība: MIT Press, ISBN-13: 9780262036634)
Picture a computer scientist, staring at a screen and clicking away frantically on a keyboard, hacking into a system, or perhaps developing an app. Now delete that picture. In Once Upon an Algorithm, Martin Erwig explains computation as so...Lasīt vairāk
In 1936, when he was just twenty-four years old, Alan Turing wrote a remarkable paper in which he outlined the theory of computation, laying out the ideas that underlie all modern computers. This groundbreaking and po...Lasīt vairāk
(Izdošanas datums: 17-Mar-2017, Hardback, Izdevniecība: MIT Press, ISBN-13: 9780262035705)
Algorithms are what we do in order not to have to do something. Algorithms consist of instructions to carry out tasks -- usually dull, repetitive ones. Starting from simple building blocks, computer algorithms enable machines to recognize and prod...Lasīt vairāk
(Izdošanas datums: 13-May-2016, Hardback, Izdevniecība: MIT Press, ISBN-13: 9780262034548)
In 1936, when he was just twenty-four years old, Alan Turing wrote a remarkable paper in which he outlined the theory of computation, laying out the ideas that underlie all modern computers. This groundbreaking and powerful theory now forms the ba...Lasīt vairāk
An investigation of intelligence as an emergent phenomenon, integrating the perspectives of evolutionary biology, neuroscience, and artificial intelligence.Emergencethe formation of global patterns from solely local interactionsis...Lasīt vairāk
(Izdošanas datums: 29-May-2015, Hardback, Izdevniecība: MIT Press, ISBN-13: 9780262029131)
Emergence -- the formation of global patterns from solely local interactions -- is a frequent and fascinating theme in the scientific literature both popular and academic. In this book, Keith Downing undertakes a systematic investigation of the wi...Lasīt vairāk
(Izdošanas datums: 05-Dec-2014, Hardback, Izdevniecība: MIT Press, ISBN-13: 9780262028394)
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This introduction to quantum algorithms is concise but comprehensive, covering many key algorithms. It is mathematically rigorous but requires minimal background and assumes no knowledge of quantum theory or quantum mechanics. The book explains qu...Lasīt vairāk
Sebastian Nowozin, Peter V. Gehler, Jeremy Jancsary, Christoph H. Lampert
Sērija : Advanced Structured Prediction
(Izdošanas datums: 05-Dec-2014, Hardback, Izdevniecība: MIT Press, ISBN-13: 9780262028370)
An overview of recent work in the field of structured prediction, the building of predictive machine learning models for interrelated and dependent outputs....Lasīt vairāk
(Izdošanas datums: 03-Jul-2014, Hardback, Izdevniecība: MIT Press, ISBN-13: 9780262027526)
In this book, Dan Gusfield examines combinatorial algorithms to constructgenealogical and exact phylogenetic networks, particularly ancestral recombination graphs (ARGs).The algorithms produce networks (or information about networks) that serve as...Lasīt vairāk
