Study programme 2023-2024 | Français | ||
Models and methods in Data Sciences | |||
Programme component of Master's in Computer Science (MONS) (day schedule) à la Faculty of Science |
Code | Type | Head of UE | Department’s contact details | Teacher(s) |
---|---|---|---|---|
US-M1-SCINFO-024-M | Optional UE | GILLIS Nicolas | F151 - Mathématique et Recherche opérationnelle |
|
Language of instruction | Language of assessment | HT(*) | HTPE(*) | HTPS(*) | HR(*) | HD(*) | Credits | Weighting | Term |
---|---|---|---|---|---|---|---|---|---|
| Anglais, Français | 12 | 12 | 0 | 0 | 0 | 2 | 2.00 | 1st term |
AA Code | Teaching Activity (AA) | HT(*) | HTPE(*) | HTPS(*) | HR(*) | HD(*) | Term | Weighting |
---|---|---|---|---|---|---|---|---|
I-MARO-015 | Models and methods in Data Sciences | 12 | 12 | 0 | 0 | 0 | Q1 | 100.00% |
Programme component |
---|
Objectives of Programme's Learning Outcomes
Learning Outcomes of UE
- Model a system using a Markov chain and determine its behavior; Be able to use matrix factorization for unsupervised data analysis; Be able to implement the RSA encryption scheme;
UE Content: description and pedagogical relevance
This UE presents and analyzes different data models: Markov chains and their applications (Google PageRank, queues, etc.), matrix factorization, and RSA encryption
Prior Experience
Probability and statistics, optimisation
Type of Teaching Activity/Activities
AA | Type of Teaching Activity/Activities |
---|---|
I-MARO-015 |
|
Mode of delivery
AA | Mode of delivery |
---|---|
I-MARO-015 |
|
Required Learning Resources/Tools
AA | Required Learning Resources/Tools |
---|---|
I-MARO-015 | Slides |
Recommended Learning Resources/Tools
AA | Recommended Learning Resources/Tools |
---|---|
I-MARO-015 | Sans objet |
Other Recommended Reading
AA | Other Recommended Reading |
---|---|
I-MARO-015 | Not applicable |
Grade Deferrals of AAs from one year to the next
AA | Grade Deferrals of AAs from one year to the next |
---|---|
I-MARO-015 | Authorized |
Term 1 Assessment - type
AA | Type(s) and mode(s) of Q1 assessment |
---|---|
I-MARO-015 |
|
Term 1 Assessment - comments
AA | Term 1 Assessment - comments |
---|---|
I-MARO-015 | 1 written Examen, 100% within the AA, duration: 2h. |
Resit Assessment - Term 1 (B1BA1) - type
AA | Type(s) and mode(s) of Q1 resit assessment (BAB1) |
---|---|
I-MARO-015 |
|
Term 3 Assessment - type
AA | Type(s) and mode(s) of Q3 assessment |
---|---|
I-MARO-015 |
|
Term 3 Assessment - comments
AA | Term 3 Assessment - comments |
---|---|
I-MARO-015 | 1 written Examen, 100% within the AA, duration : 2h. |