 | Study programme | Français | |
 | Multivariate Statistics | ||
Programme component of Bachelor's Degree in Computer Science à la Faculty of Science |
| Code | Type | Head of UE | Department’s contact details | Teacher(s) |
|---|---|---|---|---|
| US-B3-SCINFO-009-M | Compulsory UE | VOUE Michel | S878 - Physique des matériaux et Optique |
|
| Language of instruction | Language of assessment | HT(*) | HTPE(*) | HTPS(*) | HR(*) | HD(*) | Credits | Weighting | Term |
|---|---|---|---|---|---|---|---|---|---|
| Français | 15 | 15 | 0 | 0 | 0 | 3.00 | 100.00 |
| AA Code | Teaching Activity (AA) | HT(*) | HTPE(*) | HTPS(*) | HR(*) | HD(*) | Term | Weighting |
|---|---|---|---|---|---|---|---|---|
| S-INFO-019 | Multivariate Statistics | 15 | 15 | 0 | 0 | 0 | Q2 | 100.00% |
| Unité d'enseignement |
|---|
Objectives of Programme's Learning Outcomes
- Demonstrate basic knowledge and know-how in related fields
- Demonstrate knowledge and basic skills in science and technology.
- Understand the fundamentals of communication
- Communicate a consistent and rigorous scientific argument, either orally or in writing
- Have a good command of language and communication techniques.
Learning Outcomes of UE
At the end of the instruction, the students will be able to :
- Identify the multivariate analysis technique according to the nature of the statistical variables
- to apply the techniques of analysis in principal components, analysis of the (multiple) correspondences and the automatic classification in the statistical treatment of multidimensional sets of data
- to use a software of multidimensional statistical analysis
Content of UE
- Singular values decomposition
- Principal components analysis
- (Multiple) correspondence analysis
- Techniques of classification (k-means, hierachical clustering)
- Support vector machines
Prior Experience
- Uni- and bivariate basic statistics
- Hypothesis tests
- Basic matrix algebra
Type of Assessment for UE in Q1
- N/A
Q1 UE Assessment Comments
Not applicable
Type of Assessment for UE in Q2
- Presentation and works
Q2 UE Assessment Comments
Not applicable
Type of Assessment for UE in Q3
- Oral examination
Q3 UE Assessment Comments
Not applicable
Type of Resit Assessment for UE in Q1 (BAB1)
- N/A
Q1 UE Resit Assessment Comments (BAB1)
Not applicable
Type of Teaching Activity/Activities
| AA | Type of Teaching Activity/Activities |
|---|---|
| S-INFO-019 |
|
Mode of delivery
| AA | Mode of delivery |
|---|---|
| S-INFO-019 |
|
Required Reading
| AA | |
|---|---|
| S-INFO-019 |
Required Learning Resources/Tools
| AA | Required Learning Resources/Tools |
|---|---|
| S-INFO-019 | Not applicable |
Recommended Reading
| AA | |
|---|---|
| S-INFO-019 |
Recommended Learning Resources/Tools
| AA | Recommended Learning Resources/Tools |
|---|---|
| S-INFO-019 | Not applicable |
Other Recommended Reading
| AA | Other Recommended Reading |
|---|---|
| S-INFO-019 | Statistiques Exploratoire Multidimensionnelle - L. Lebart, M. Piron and A. Morineau - Dunod - 2006 |
Grade Deferrals of AAs from one year to the next
| AA | Grade Deferrals of AAs from one year to the next |
|---|---|
| S-INFO-019 | Autorisé |