This repository captures my solutions to the weekly assignments of the course Data Analysis (Electrical and Computer Engineering Department, Aristotle University of Thessaloniki, 7th semester).

Course content

• Chapter 2: Probability and Random Variables
• Chapter 3: Statistics (Confidence interval estimation, Hypothesis testing, Bootstrap resampling method)
• Chapter 4: Uncertainty and measurement errors
• Chapter 5: Correlation and Regression
• Chapter 6: Dimensionality reduction