Data Mining- Advanced Statistical Modeling Teaching Notes for Day1
A. Teaching Objectives: Knowledge Upon completion of today’s session, the student will: K-11(1): Understand feature selection K-11(2): Understand feature transformation K-15(1): Understand supervised and unsupervised learning K-15(2): Familiar with the theoretical background and mechanism of data mining or machine learning Skill S-12(1): Able to obtain descriptive statistics S-12(2): Able to conduct data analysis for general patterns prior to modeling B. Teaching Topics (Including Examples) : Introduction to Predictive Analytics 1) ...