MSc. Data Science and Economics Notes and projects

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

Università degli Studi di Milano

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

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