Exercises in Fundamentals of Data Science

This course aims to help students to manipulate computer software tools for data analysis to get new findings.

Class 1 - Introduction to Python programming

Class 2 - Descriptive and inferential statistics

Class 3 - Classification and model evaluation

Class 4 - Clustering

Class 5 - Principal component analysis

Class 6 - Dimension reduction

Class 7 - Ensemble learning