Master of Science in Data Science and Economics (DSE) - Notes

Università degli Studi di Milano

Notes, projects and slides of the Master of Science in Data Science and Economics (DSE)

Andrea Ierardi

1° trimester - 18 CFU/ECTS
- Graph Theory, Discrete Mathematics and Optimization (total 12 CFU/ECTS):
  - Discrete Mathematics- Module (3 CFU/ECTS)
  - Graph Theory- Module (3 CFU/ECTS)
  - Optimization - Module (6 CFU/ECTS)
- Micro-econometrics, casual inference and Time series econometric:
  - Time series - Module (6 CFU/ECTS)
2° trimester - 18 CFU/ECTS
- Advanced Microeconomics and Macroeconomics (total 12 CFU/ECTS):
  - Advanced microeconomics - Module (6 CFU/ECTS)
- Micro-econometrics, casual inference and Time series econometric:
  - Micro-econometrics, Causal Inference - Module (6 CFU/ECTS)
- Coding for Data Science and Data Management (total 12 CFU/ECTS)
  - Coding for Data Science - R language - Module (3 CFU/ECTS)
  - Coding for Data Science - Python language - Module (3 CFU/ECTS)
3° trimester - 24 CFU/ECTS
- Advanced Microeconomics and Macroeconomics (total 12 CFU/ECTS):
  - Advanced Macroeconomics - Module (6 CFU/ECTS)
- Machine Learning, Statistical Learning, Deep Learning and Artificial Intelligence (total 12 CFU/ECTS):
  - Machine Learning - Module (6 CFU/ECTS)
  - Statistical Learning, Deep Learning and Artificial Intelligence - Module (6 CFU/ETCS)
- Coding for Data Science and Data Management
  - Data Management - Module (6 CFU/ETCS)
Seminar/Laboratories - 3 CFU/ECTS
- Short Course Data Science with Prof. Kenett (total 3 CFU/ECTS)
  - Short Course

1° trimester 12 CFU/ECTS
- Cybersecurity and Privacy Preservation Techniques and Digital Security and Privacy (total 12 CFU/ECTS):
  - Cybersecurity and Privacy Preservation Techniques - Module (6 CFU/ECTS)
  - Digital Security and Privacy - Module (6 CFU/ECTS)
2° trimester 12 CFU/ECTS
- Algorithms for Massive Data, Cloud and Distributed Computing (total 12 CFU/ECTS):
  - Algorithms for Massive Data - Module (6 CFU/ECTS)
  - Cloud and Distributed Computing - Module (6 CFU/ECTS)
3° trimester - 0 CFU/ECTS