KNOWLEDGE DATA DISCOVERY (3 Credits)
Learning Outcomes:
On successful completion of this course, students will be able to: Explain fundamental concepts of knowledge discovery; Apply data exploration and preprocessing techniques; Identify infrastructure of data mining system; Determine data mining method according to nature of problem; Implement data mining methods; Evaluate applications and trends in data mining.
Topics:
- Introduction;
- Exploring Data;
- Data Mining Tools;
- Data Preprocessing;
- Data Warehouse and OLAP;
- Association Analysis;
- Classification;
- Cluster Analysis;
- Applications and Trends in Data Mining.
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