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Title: Machine Learning: Finding Patterns in the World PDF
Url: http://www.clsp.jhu.edu/workshops/ws09/documents/machine-learning-ove...
Creator: Dredze, Mark
Publisher: Johns Hopkins University. School of Engineering
Description: This overview of machine learning, by Mark Dredze of the Center for Language and Speech Processing at Johns Hopkins University, addresses the topic by asking and responding to fundamental questions such as "What does it mean to learn?" and "How to represent the world for the computer?" Also addressed here are components of machine learning such as decision trees, artificial neural networks, the perceptron algorithm, and Gaussian
 mixture
models.
LC Classification: Science -- Science (General) -- Cybernetics -- Self-organizing systems. Conscious automata -- Machine learning
Science -- Science (General) -- Cybernetics -- Study and teaching. Research
GEM Subject: Science -- Technology
Key Concept: Computer science -- Artificial intelligence
Date Issued: 2009
Resource Type: Auto-Instructional Aids
Instructional Materials
Overviews
Reading Materials
Science Materials
Format: pdf
Audience: College/University Instructors
Higher Education
Students
Teachers
Technical School First Cycle
Technical School Second Cycle
University First Cycle
University Second Cycle
Language: English
Access Rights: Free access
Date Of Record Release: 2011-04-18 10:25:41 (W3C-DTF)
Date Last Modified: 2011-04-18 10:25:42 (W3C-DTF)
Source: Scout Staff  Scout Staff
Full Record Views: 69
Resource URL Clicks: 10
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