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Good Faith Collaboration: The Culture of Wikipedia
Wikipedia, the online encyclopedia, is built by a community - a community of Wikipedians who are expected to "assume good faith" when interacting with one another. In Good Faith Collaboration, Joseph Reagle examines this unique collaborative culture;Wikipedia, says Reagle, is not the first effort to create a freely shared, universal encyclopedia; its early twentieth-century ancestors include Pa…
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- 9780262289719
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Gaussian processes for machine learning
"Gaussian processes (GPs) provide a principled, practical, probabilistic approach to learning in kernel machines. GPs have received increased attention in the machine-learning community over the past decade, and this book provides a long-needed systematic and unified treatment of theoretical and practical aspects of GPs in machine learning. The treatment is comprehensive and self-contained, tar…
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- ISBN/ISSN
- 9780262256834
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- 1 online resource (xviii, 248 pages) : illustrations.
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- 510 RAS g
Goal-driven learning
"A Bradford book."In cognitive science, artificial intelligence, psychology, and education, a growing body of research supports the view that the learning process is strongly influenced by the learner's goals. The fundamental tenet of goal-driven learning is that learning is largely an active and strategic process in which the learner, human or machine, attempts to identify and satisfy its info…
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- ISBN/ISSN
- 0585038538
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- 1 online resource (xxii, 507 pages) : illustrations
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- 001 GOA
Dataset Shift in Machine Learning
This work is an overview of recent efforts in the machine learning community to deal with dataset and covariate shift which occurs when test and training inputs and outputs have different distributions.OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 9780262255103
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- 1 online resource (xv, 229 pages) :illustrations.
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Evolution and Learning: The Baldwin Effect Reconsidered
Based on a conference held in Nov. 1999 at Bennington College."A Bradford book."The role of genetic inheritance dominates current evolutionary theory. At the end of the nineteenth century, however, several evolutionary theorists independently speculated that learned behaviors could also affect the direction and rate of evolutionary change. This notion was called the Baldwin effect, after the ps…
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- ISBN/ISSN
- 9780262285865
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- 1 online resource (x, 341 pages) :illustrations.
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Deep learning
OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 9780262354899
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- 1 online resource (272 pages).
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Data science
A concise introduction to the emerging field of data science, explaining its evolution, relation to machine learning, current uses, data infrastructure issues, and ethical challenges.OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 9780262347020
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- 1 online resource (xi, 264 pages) :illustrations.
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The Future of Thinking: Learning Institutions in a Digital Age
How traditional learning institutions can become as innovative, flexible, robust, and collaborative as the best social networking sites. Over the past two decades, the way we learn has changed dramatically. We have new sources of information and new ways to exchange and to interact with information. But our schools and the way we teach have remained largely the same for years, even centuries…
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- 9780262266529
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The deep learning revolution
How deep learning-from Google Translate to driverless cars to personal cognitive assistants-is changing our lives and transforming every sector of the economy. The deep learning revolution has brought us driverless cars, the greatly improved Google Translate, fluent conversations with Siri and Alexa, and enormous profits from automated trading on the New York Stock Exchange. Deep learning netwo…
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- ISBN/ISSN
- 9780262346825
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- 1 online resource.
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Living and Learning with New Media: Summary of Findings from the Digital Yout…
This report summarizes the results of an ambitious three-year ethnographic study, funded by the John D. and Catherine T. MacArthur Foundation, into how young people are living and learning with new media in varied settings—at home, in after school programs, and in online spaces. It offers a condensed version of a longer treatment provided in the book Hanging Out, Messing Around, and Geeking O…
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- 9780262258937
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