| 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 | 0 | 0 | 0 | 0 | 0 | 3 | 3 |
| AA Code | Teaching Activity (AA) | HT(*) | HTPE(*) | HTPS(*) | HR(*) | HD(*) | Term | |
|---|---|---|---|---|---|---|---|---|
| S-INFO-019 |
Objectives of general skills
- 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.
UE's Learning outcomes
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
UE Content
- 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
Term 1 for Integrated Assessment - type
- N/A
Term 1 for Integrated Assessment - comments
Not applicable
Term 2 for Integrated Assessment - type
- Presentation and works
Term 2 for Integrated Assessment - comments
Not applicable
Term 3 for Integrated Assessment - type
- Oral examination
Term 3 for Integrated Assessment - comments
Not applicable
Resit Assessment for IT - Term 1 (B1BA1) - type
- N/A
Resit Assessment for IT - Term 1 (B1BA1) - Comments
Not applicable
Type of Teaching Activity/Activities
| AA | |
|---|---|
| S-INFO-019 |
Mode of delivery
| AA | |
|---|---|
| S-INFO-019 |
Required Reading
| AA | |
|---|---|
| S-INFO-019 |
Required Learning Resources/Tools
| AA | |
|---|---|
| S-INFO-019 |
Recommended Reading
| AA | |
|---|---|
| S-INFO-019 |
Recommended Learning Resources/Tools
| AA | |
|---|---|
| S-INFO-019 |
Other Recommended Reading
| AA | |
|---|---|
| S-INFO-019 |