Master Data Science
Master Data Science
Master Data Science
Responsible:Teaching Unit |
Subject |
Credits |
Coefficient |
Weekly teaching hours | VHS 14 Weeks |
Assessment |
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|---|---|---|---|---|---|---|---|---|---|---|---|
| Lecture | Tutorial | Lab | Other | Continuous | Exam | ||||||
Fundamental UE Code: UEF11 Credits: 10 Coefficients: 6 | Advanced Algorithmics and Complexity | 5 | 3 | 1h30 | 1h30 | 1h30 | 3h | 63h | 40% | 60% |
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| Advanced Databases | 5 | 3 | 1h30 | 1h30 | 1h30 | 3h | 63h | 40% | 60% |
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Fundamental UE Code: UEF12 Credits: 8 Coefficients: 6 | Advanced Statistics and Probability | 4 | 3 | 1h30 | 1h30 | 1h30 | 42h | 40% | 60% |
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| Machine Learning | 4 | 3 | 3h | 1h30 | 1h30 | 63h | 40% | 60% |
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Methodological UE Code: UEM1 Credits: 9 Coefficients: 4 | Programming for Data Science | 5 | 2 | 1h30 | 1h30 | 1h30 | 42h | 40% | 60% |
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| Data Analysis | 4 | 2 | 1h30 | 1h30 | 1h30 | 42h | 40% | 60% |
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Transversal UE Code: UET1 Credits: 2 Coefficients: 1 | Advanced Networks | 2 | 1 | 1h30 | 1h30 | 1h30 | 42h | 40% | 60% |
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Discovery UE Code: UED1 Credits: 1 Coefficients: 1 | Elective Course | 1 | 1 | 1h30 | 21h | 100% |
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| Total Semester 1 | 30 | 18 | 13h30 | 6h | 7h30 | 13h30 | 378h | ||||
Teaching Unit |
Subject |
Credits |
Coefficient |
Weekly teaching hours | VHS 14 Weeks |
Assessment |
|||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Lecture | Tutorial | Lab | Other | Continuous | Exam | ||||||
Fundamental UE Code: UEF21 Credits: 9 Coefficients: 6 | Big Data Analytics | 5 | 3 | 1h30 | 1h30 | 1h30 | 42h | 40% | 60% |
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| Database Architecture and Administration | 4 | 3 | 1h30 | 1h30 | 1h30 | 42h | 40% | 60% |
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Fundamental UE Code: UEF22 Credits: 9 Coefficients: 6 | Data Warehousing and Data Preparation | 5 | 3 | 1h30 | 1h30 | 1h30 | 42h | 40% | 60% |
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| Deep Learning | 4 | 3 | 1h30 | 1h30 | 1h30 | 3h | 63h | 40% | 60% |
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Methodological UE Code: UEM2 Credits: 9 Coefficients: 4 | Parallel and Distributed Algorithmics | 5 | 2 | 1h30 | 1h30 | 1h30 | 1h30 | 63h | 40% | 60% |
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| Virtualization and Cloud Computing | 4 | 2 | 1h30 | 3h | 3h | 63h | 40% | 60% |
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Transversal UE Code: UET2 Credits: 2 Coefficients: 1 | IT Project Management | 2 | 1 | 1h30 | 1h30 | 1h30 | 42h | 40% | 60% |
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Discovery UE Code: UED2 Credits: 1 Coefficients: 1 | Elective Course | 1 | 1 | 1h30 | 21h | 100% |
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| Total Semester 2 | 30 | 18 | 12h | 3h | 12h | 13h30 | 378h | ||||
Teaching Unit |
Subject |
Credits |
Coefficient |
Weekly teaching hours | VHS 14 Weeks |
Assessment |
|||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Lecture | Tutorial | Lab | Other | Continuous | Exam | ||||||
Fundamental UE Code: UEF31 Credits: 10 Coefficients: 6 | Data Security | 5 | 3 | 1h30 | 1h30 | 1h30 | 3h | 63h | 40% | 60% |
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| Advanced Data Visualization | 5 | 3 | 1h30 | 1h30 | 1h30 | 42h | 40% | 60% |
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Fundamental UE Code: UEF32 Credits: 8 Coefficients: 6 | Decision Support Systems | 4 | 3 | 1h30 | 1h30 | 1h30 | 3h | 63h | 40% | 60% |
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| Modelling and Optimization | 4 | 3 | 1h30 | 1h30 | 1h30 | 3h | 63h | 40% | 60% |
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Methodological UE Code: UEM3 Credits: 9 Coefficients: 4 | Natural Language Processing | 5 | 2 | 1h30 | 1h30 | 1h30 | 3h | 63h | 40% | 60% |
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| GPU Computing | 4 | 2 | 1h30 | 1h30 | 1h30 | 42h | 40% | 60% |
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Transversal UE Code: UET3 Credits: 2 Coefficients: 1 | Research Methodology | 2 | 1 | 1h30 | 21h | 100% |
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Discovery UE Code: UED3 Credits: 1 Coefficients: 1 | Elective Course | 1 | 1 | 1h30 | 21h | 100% |
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| Total Semester 3 | 30 | 18 | 12h | 6h | 9h | 15h | 378h | ||||
VHS |
Coeff |
Credits |
|
|---|---|---|---|
| Final Year Project with Dissertation | 750h | 18 | 30 |
| Company internship | |||
| Workshops | |||
| Personal work | |||
| Other | |||
| Total Semester 4 | 750h | 18 | 30 |