5 Questions
What is the goal of supermarket shelf management in the context of association analysis?
To identify items that are bought together by sufficiently many customers
In the context of deviation/anomaly/change detection, what is an application of identifying significant deviations from normal behavior?
Credit Card Fraud Detection
What is a classic rule in association analysis mentioned in the text?
If a customer buys diaper and milk, then he is very likely to buy beer
What is an application of detecting changes in the global forest cover?
Environmental conservation and monitoring
What is a motivating challenge mentioned in the context of data mining?
Scalability
Study Notes
Data Mining Course Overview
- Course consists of 12 learning activities covering data mining techniques
- Total contact hours for the course is 46
- Lecture sessions take place on Tuesdays from 11:00 - 13:00
- Labs are held once a week, starting from week 2
- There will be 10 post-class quizzes throughout the semester, each worth 1% with a total of 10%
- Assessments include 10 weekly online tests, two individual assignments, and a 2-hour closed book examination during the central exam period
- Hurdle requirements include passing the examination with >50% marks
- Policies for extension requests and special consideration applications are provided
- Academic integrity guidelines are emphasized, and penalties for plagiarism are clearly stated
- Students are provided with reference books for the course
- Emphasis on the value and relevance of data mining in various fields is highlighted
- Contact information for course inquiries and support is provided, along with recommended communication methods and contacts
Explore the fundamentals of data mining with this comprehensive quiz. Test your knowledge of data mining techniques, assessment requirements, academic integrity guidelines, and the value of data mining in various fields. Prepare for the course with this informative overview.
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