一、課程說明(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.




二、指定用書(Text Books)

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




三、參考書籍(References)
Will be listed in course website



四、教學方式(Teaching Method)


  • 50% Lectures
  • 50% Student Presentations



五、教學進度(Syllabus)

Introduction and overview

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