Study programme 2023-2024 | Français | ||
Streaming Data Analysis | |||
Programme component of Master's in Computer Engineering and Management : Specialist Focus on Artificial Intelligence and Decision Aid (MONS) (day schedule) à la Faculty of Engineering |
Code | Type | Head of UE | Department’s contact details | Teacher(s) |
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UI-M1-IRIGIA-021-M | Compulsory UE | SIEBERT Xavier | F151 - Mathématique et Recherche opérationnelle |
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Language of instruction | Language of assessment | HT(*) | HTPE(*) | HTPS(*) | HR(*) | HD(*) | Credits | Weighting | Term |
---|---|---|---|---|---|---|---|---|---|
| Français | 12 | 12 | 0 | 0 | 0 | 2 | 2.00 | 1st term |
AA Code | Teaching Activity (AA) | HT(*) | HTPE(*) | HTPS(*) | HR(*) | HD(*) | Term | Weighting |
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I-MARO-016 | Streaming Data Analysis | 12 | 12 | 0 | 0 | 0 | Q1 | 100.00% |
Programme component |
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Objectives of Programme's Learning Outcomes
Learning Outcomes of UE
analyze a time serie with ANOVA models, and provide a critical analysis of the result
UE Content: description and pedagogical relevance
univariate time series (decomposition: trend, seasonality, cyclic component); ARIMA models and Box-Jenkins methodology; exponential smoothing; overview of multivariate time series.
Prior Experience
Not applicable
Type of Teaching Activity/Activities
AA | Type of Teaching Activity/Activities |
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I-MARO-016 |
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Mode of delivery
AA | Mode of delivery |
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I-MARO-016 |
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Required Learning Resources/Tools
AA | Required Learning Resources/Tools |
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I-MARO-016 | Not applicable |
Recommended Learning Resources/Tools
AA | Recommended Learning Resources/Tools |
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I-MARO-016 | Not applicable |
Other Recommended Reading
AA | Other Recommended Reading |
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I-MARO-016 | C. Chatfield, The analysis of time series, Chapman and Hall, 1989 G. Mélard, Méthodes de prévision à court terme, Editions de l'Université Libre de Bruxelles et Editions Ellipses, 1990 |
Grade Deferrals of AAs from one year to the next
AA | Grade Deferrals of AAs from one year to the next |
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I-MARO-016 | Authorized |
Term 1 Assessment - type
AA | Type(s) and mode(s) of Q1 assessment |
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I-MARO-016 |
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Term 1 Assessment - comments
AA | Term 1 Assessment - comments |
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I-MARO-016 | Written exam: knowledge and understanding of the theory Report on the study of a time series using a statistical software and a discussion of the report with the student |
Resit Assessment - Term 1 (B1BA1) - type
AA | Type(s) and mode(s) of Q1 resit assessment (BAB1) |
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I-MARO-016 |
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Term 3 Assessment - type
AA | Type(s) and mode(s) of Q3 assessment |
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I-MARO-016 |
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Term 3 Assessment - comments
AA | Term 3 Assessment - comments |
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I-MARO-016 | Same as Term 1. |