Lectures
Course sites for current teaching. Each link opens the dedicated course website.
- Introduction to Artificial Intelligence
Search, logic, neural networks, computer vision, and NLP fundamentals.
- Basic Data Science in Economics and Business
Data preprocessing, statistical analysis, visualization, and predictive modeling.
- Data Analysis with Excel
Spreadsheet-based data analysis for business and economics workflows.
- Time Series Analysis and Forecasting
Classical and modern methods for temporal data and forecasting.
- Data Mining
CRISP-DM lifecycle, association, clustering, classification, and regression with Orange and Python.