DSlabs

Data science 2019/20 Labs II: unsupervised learning and regression

by Rui Henriques

Lab 6 - Pattern Mining
Lab 7 - Clustering
Lab 8a - Feature selection
- Feature selection in Python
- Feature selection in R
Lab 8b - PCA and LDA
- Dimensionality reduction in Python
- Dimensionality reduction in R
Home lab - Biclustering
- Biclustering in R
- biclust package documentation
- BicPAMS: video and text tutorials
- note: show your home lab in the upcoming weeks for an extra mark
Lab 9 - Project support
Lab 10 - Regression
- Regression in Python
- Regression in R