1. Course Description
This course covers the essential concepts, principles,
techniques,
and applications associated with data mining. The state-of-the-art
techniques,
including traditional approaches as well as recent research developments,
would be
introduced in this course.




2.Text Book

Introduction to Data Mining, Pearson International
Edition,
by P. Tan, M. Steinbach, V.Kumar




3. References
Will be listed in course website
http://www.cs.nthu.edu.tw/~yishin/courses/ISA5810/ISA5810-2022.html



4.Teaching Method




5.Syllabus

Introduction and overview

  • Introduction
  • Data
  • Association Rules
  • Clustering
  • Classification
  • Text mining
  • Social Media
  • Data Mining Applications




6. Locations
Distance Learning Classroom via Teams:

https://teams.microsoft.com/l/team/19%3aea9PCb4qO6g59GBNHRVSMwM9a72Pkp3buxOK
Th2FEa
c1%40thread.tacv2/conversations?groupId=9b5db00a-64cb-4b73-b743-
f3e8ca3cdc25&tenantId=6c3bc511-43c7-4596-baeb-2335c69c41f1