2
What is Statistical Learing?
Data Mining
Preface
1
Introduction to Data Mining
2
What is Statistical Learing?
3
Decision Trees
4
Random Forests
5
Measures of Performance
6
k-fold Cross Validation Approaches
7
Extreme Gradient Boosting (XGBoost)
8
Exercise: MCQ
9
Support Vector Machine
References
2
What is Statistical Learing?
In-class explanations
1
Introduction to Data Mining
3
Decision Trees