Data Mining

Topic	Content	Expected Outside Work
1. Basics of Multivariate Analysis	Learn the meaning and calculation methods of descriptive statistics for multivariate data.	Review the content after class.
2. Multiple Regression Analysis	Learn the theory of multiple regression analysis and acquire practical methods through exercises.	Review the theory after class and practice using a computer.
3. Principal Component Analysis	Learn the theory of principal component analysis and acquire practical methods through exercises.	Review the theory after class and practice using a computer.