Here are the references I used the most for this course:
- The Elements of Statistical Learning for Trevor Hastie, Robert Tibshirani and Jerome H. Friedman, link .
- Pattern Recognition and Machine Learning for Christopher Bishop, link .
- Andrew Ng’s Machine Learning Mooc, link .
- Lab notes for Statistics for Social Sciences II: Multivariate Techniques, link .
- This website was written in Rmarkdown and compiled using bookdown.