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Title: Machine Learning: Finding Patterns in the World PDF
Url: http://videolectures.net/clspss09_dredze_mlfpw/
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: Reference Material
Instructional Material
Format: Document -- PDF
Audience: Educator
Learner
Education Level: Higher Education
Higher Education -- Undergraduate (Lower Division)
Higher Education -- Undergraduate (Upper Division)
Higher Education -- Technical Education (Upper Division)
Higher Education -- Technical Education (Lower Division)
Language: English
Access Rights: Free access
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Source: Scout Staff
Full Record Views: 24
Resource URL Clicks: 15
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