Statistics

Basic topics of statistical learning.

tSNE.

Pure math for linear regression model.

Principal component analysis.

Here you can find a beautiful example of differential expression analysis using standard R packages.

Exploratory analysis in R.

Compare Models And Select The Best Using The Caret R Package.

Gradient Boosting Machine

Here you can find how to work with k-means cluster analysis.

Learning Vector Quantization using R