Module 2: The basic concepts of "Statistical Learning"
Lecture notes:
Monday lecture:
2StatLearn.1-DSLee.pdf
2StatLearn.1-DSLee.pptx
Monday lecture; Lecture materials from the last year (the general lecture contents are the same):
2StatLearn.1.pdf
2StatLearn.1.html
2StatLearn.1.Rmd
Thursday lecture:
2StatLearn.2-DSLee.pdf
2StatLearn.2-DSLee.pptx
Thursday lecture; Lecture materials from the last year (the general lecture contents are the same):
2StatLearn.2.pdf
2StatLearn.2.html
2StatLearn.2.Rmd
The online videos:
Online lecture by Hastie and Tibshirani, Chapter 2, part 1
Online lecture by Hastie and Tibshirani, Chapter 2, part 2
Online lecture by Hastie and Tibshirani, Chapter 2, part 3
Online lecture by Hastie and Tibshirani, Chapter 2, part 4
Lab: Introduction to R