Master-DataScience-Notes/README.md

<h1 align="center"> Master of Science in Data Science and Economics (DSE) - Notes </h1>

## Università degli Studi di Milano 
<p> Notes, projects and slides of the Master of Science in Data Science and Economics (DSE) </p>

[Course info](https://www.unimi.it/en/education/data-science-and-economics-dse)
# Contributors
Andrea Ierardi
 

## Years 2019 - 2021

### 1° year - 2019/2020
- 1° trimester - 18 CFU/ECTS
    - Graph Theory, Discrete Mathematics and Optimization (total 12 CFU/ECTS):
       - [Discrete Mathematics](https://github.com/Andreaierardi/Appunti-Magistrale-DataScience/tree/master/1anno/1trimestre/Graph%20Theory%2C%20Discrete%20Mathematics%20and%20Optimization/Discrete%20Mathematics)- Module (3 CFU/ECTS)
       - [Graph Theory](https://github.com/Andreaierardi/Appunti-Magistrale-DataScience/tree/master/1anno/1trimestre/Graph%20Theory%2C%20Discrete%20Mathematics%20and%20Optimization/Graph%20Theory)- Module (3 CFU/ECTS)
       - [Optimization](https://github.com/Andreaierardi/Appunti-Magistrale-DataScience/tree/master/1anno/1trimestre/Graph%20Theory%2C%20Discrete%20Mathematics%20and%20Optimization/Optimization) - Module (6 CFU/ECTS)
    - Micro-econometrics, casual inference and time series econometric:
       - [Time series](https://github.com/Andreaierardi/Appunti-Magistrale-DataScience/tree/master/1anno/1trimestre/Micro-econometrics%2C%20casual%20inference%20and%20time%20series%20econometrics/Time%20series) - Module (6 CFU/ECTS)
    
- 2° trimester - 18 CFU/ECTS
    - Advanced Microeconomics and Macroeconomics (total 12 CFU/ECTS):
       - [Advanced microeconomics](https://github.com/Andreaierardi/Appunti-Magistrale-DataScience/tree/master/1anno/2trimestre/Advanced%20Microeconomics/Notes) - Module (6 CFU/ECTS)
    - Micro-econometrics, casual inference and time series econometric:
        - [Micro-econometrics, Causal Inference](https://github.com/Andreaierardi/Appunti-Triennale-Informatica/tree/master/1%C2%B0Anno/2%C2%B0semestre/Fisica) - Module (6 CFU/ECTS)
    -  Coding for Data Science and Data Management (total 12 CFU/ECTS)
       - [Coding for Data Science - R language ](https://github.com/Andreaierardi/MilanPollution) - Module (3 CFU/ECTS) 
       - [Coding for Data Science - Python language](https://github.com/Andreaierardi/Master-DataScience-Notes/tree/master/1anno/2trimestre/Coding%20for%20DataScience/Python) - Module (3 CFU/ECTS) 
   <br>
- 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)

### 2° Year - 2020/2021
- 1° trimester 
    - 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)
- 2° trimester
     - 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 - 24 CFU/ECTS

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