Network Analysis. Lecture 1. Introduction to Network Science

Lecture1. Introduction to Data Science.

Lecture 2. Introduction to Machine Learning

Lecture 3. Data Science in Retail. Regression.

Lecture 4. Telecoms. Churn prediction. Classification

Lecture 5. Customer segmentation. Clustering and Dimensionality reduction.

Lecture 6. Personalization. Recommender Systems.

Lecture 7. Demand forecasting. Time-series analysis.

Lecture 8. Natural Language Processing & Large Language Models

Lecture 9. Agent based modeling and simulation.

Lecture 10. Making Data Science work in Business.