CDS 201: Introduction to Computational Social Science

Modules

1. Module 1: Mathematical, Physical, and Statistical Foundations of Computational Social Science
2. Module 2: Research Questions, Concepts, and Measurement
3. Module 3: Data, Ethics, and Reproducible Workflows
4. Module 4: Working with Social Data in Python
5. Module 5: Text as Data
6. Module 6: Networks and Social Structure
7. Module 7: Simulation and Agent-Based Modeling
8. Module 8: Prediction, Classification, and Model Evaluation
9. Module 9: Causal Inference and Experiments
10. Module 10: Communicating Computational Social Science Projects