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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)
Contributors
Andrea Ierardi
Years 2019 - 2021
1° year - 2019/2020
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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)
- Graph Theory, Discrete Mathematics and Optimization (total 12 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)
- Advanced Microeconomics and Macroeconomics (total 12 CFU/ECTS):
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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)
- Advanced Microeconomics and Macroeconomics (total 12 CFU/ECTS):
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Seminar/Laboratories - 3 CFU/ECTS
- Short Course Data Science with Prof. Kenett (total 3 CFU/ECTS)
2° Year - 2020/2021
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1° trimester 12 CFU/ECTS
- Cybersecurity and Privacy Preservation Techniques and Digital Security and Privacy (total 12 CFU/ECTS):
- Unit Cybersecurity and Privacy Preservation Techniques - Module (6 CFU/ECTS)
- Digital Security and Privacy - Module (6 CFU/ECTS)
- Cybersecurity and Privacy Preservation Techniques and Digital Security and Privacy (total 12 CFU/ECTS):
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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)
- Algorithms for Massive Data, Cloud and Distributed Computing (total 12 CFU/ECTS):
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3° trimester - 24 CFU/ECTS