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Optimization for machine learning
An up-to-date account of the interplay between optimization and machine learning, accessible to students and researchers in both communities.The interplay between optimization and machine learning is one of the most important developments in modern computational science. Optimization formulations and methods are proving to be vital in designing algorithms to extract essential knowledge from hug…
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- ISBN/ISSN
- 9780262298773
- Collation
- 1 online resource (ix, 494 pages) :illustrations.
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Blended learning in practice :a guide for practitioners and researchers
A guide to both theory and practice of blended learning offering rigorous research, case studies, and methods for the assessment of educational effectiveness. Blended learning combines traditional in-person learning with technology-enabled education. Its pedagogical aim is to merge the scale, asynchrony, and flexibility of online learning with the benefits of the traditional classroom--content-…
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- ISBN/ISSN
- 9780262351546
- Collation
- 1 online resource (416 pages).
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Production system models of learning and development.
Cognitive psychologists have found the production systems class of computer simulation models to be one of the most direct ways to cast complex theories of human intelligence. There have been many scattered studies on production systems since they were first proposed as computational models of human problem-solving behavior by Allen Newell some twenty years ago, but this is the first book to fo…
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- ISBN/ISSN
- 0262111144
- Collation
- 1 online resource.
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Scientific Inquiry in Mathematics - Theory and Practice
This valuable resource provides an overview of recent research and strategies in developing and applying modelling to promote practice-based research in STEM education. In doing so, it bridges barriers across academic disciplines by suggesting activities that promote integration of qualitative science concepts with the tools of mathematics and engineering. The volume’s three parts offer a com…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-89524-6
- Collation
- Mathematics
- Series Title
- -
- Call Number
- 510
Advanced Structured Prediction
The goal of structured prediction is to build machine learning models that predict relational information that itself has structure, such as being composed of multiple interrelated parts. These models, which reflect prior knowledge, task-specific relations, and constraints, are used in fields including computer vision, speech recognition, natural language processing, and computational biology. …
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- ISBN/ISSN
- 0262322951
- Collation
- 1 online resource (ix, 415 pages) :illustrations.
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Big Data, Little Data, No Data: Scholarship in the Networked World
An examination of the uses of data within a changing knowledge infrastructure, offering analysis and case studies from the sciences, social sciences, and humanities."'Big Data' is on the covers of Science, Nature, the Economist, and Wired magazines, on the front pages of the Wall Street Journal and the New York Times. But despite the media hyperbole, as Christine Borgman points out in this exam…
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- ISBN/ISSN
- 9780262327862
- Collation
- 1 online resource (xxv, 383 pages)
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Making Games for Impact
"Squire draws on 15+ years of experience to describe how games are developed and deployed in the classroom"--OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 0262366223
- Collation
- 1 online resource.
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Learnability and cognition : the acquisition of argument structure
Before Steven Pinker wrote bestsellers on language and human nature, he wrote several technical monographs on language acquisition that have become classics in cognitive science. Learnability and Cognition, first published in 1989, brought together two big topics: how do children learn their mother tongue, and how does the mind represent basic categories of meaning such as space, time, causalit…
- Edition
- New ed.
- ISBN/ISSN
- 9780262314275
- Collation
- 1 online resource (xx, 488 pages) :illustrations.
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Principles of knowledge auditing :foundations for knowledge management implem…
"An expert on the topic of knowledge managment argues how the process of KM implementation can be improved"--OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 9780262373166
- Collation
- 1 online resource
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The AI playbook :mastering the rare art of machine learning deployment
"A playbook for bridging business and data science worlds to effectively execute machine learning projects in business"--OCLC-licensed vendor bibliographic record.
- Edition
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- ISBN/ISSN
- 9780262378123
- Collation
- 1 online resource.
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- -
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