Predictive Models- MS Business Analytics

Instructor: Carlos M. Carvalho

Office: CBA 6.472

Phone: (512) 471-5823

carlos.carvalho@mccombs.utexas.edu

	Syllabus
	Syllabus (.pdf)

	Class Notes
	Section 1: Introduction, Cross-Validation, kNN Section 2: Regression and Model Selection Section 3: Classification Section 4: Trees Section 5: Neural Nets

	Datasets
	Datasets

	R Scripts
	Section1_MSBA.txt (R script) Section2_MSBA.txt (R script) California_review.txt (R script) Section3_MSBA.txt (R script) Sec3Functions.txt (R script) Section4_MSBA.txt (R script) cal_setup.txt (R script) pen_setup.txt (R script) BART_example.txt (R script) Section5_MSBA.txt (R script)

	Exam
	Exam Project