csci 568a -...
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CSCI 568ADiscussion 01: Data Mining
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DATAWHAT?
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What Data Mining Isn’t
• Crawling / harvesting / screen scraping
• Querying (fishing)
• Collecting
• Drinking
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Statistics
AI / ML
(big) Databases
data mining sandwich
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“The process of discovering [useful] patterns in large amounts of data.”
Fry, B. Visualizing Data. 2008.
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What patterns do we see?
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6 Core Topics
• Data & Big Data
• Classification
• Association Analysis
• Clustering
• Anomaly Detection
• Data Visualization & Interaction
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Homework
• Project 1
• Reading 1