1061_STATISTICAL LEARNING AND DATA MINING
Course Period：From2017-09-11 ~ Any Time
Course Intro
Course Plan
-
Chap1_Introduction
-
Chap2_Statistical_Learning
-
Chap 3 Linear Regression
-
Chap 4 Classification
-
Chap 5 Cross Validation and Bootstrap
-
Chap 6 Model Selection
-
Chap 7 Nonlinear Models
-
Chap 8 Tree-Based Models
-
Chap 9 SVM
-
Chap 10 Unsupervised Learning
-
R Code
-
R Markdown Zip
-
Python Code
-
期中考試資料
Co-Instructor(s)
郭美惠
郭美惠
Co-Instructor(s)
蔡承翰
蔡承翰
Related Courses
|
|
||||||
|
|
|
||||||
|