Data Analytics


Data Analysis with R



Basic Statistics


Statistical Learning




Future topics
Linear methods:
stepwise selection
ridge regression
principal components regression
Partial Least Squares
Lasso

Non-Linear statistical Learning:
Tree-based methods:
bagging
boosting
random forest

Unsupervised Learning
principal components analysis
K-means clustering
hierarchical clustering