Study programme 2021-2022 | Français | ||
Advanced machine learning and deep learning | |||
Programme component of Master's in Computer Science à la Faculty of Science |
Code | Type | Head of UE | Department’s contact details | Teacher(s) |
---|---|---|---|---|
US-M1-SCINFO-060-M | Optional 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 |
---|---|---|---|---|---|---|---|---|---|
| Anglais | 30 | 30 | 0 | 0 | 0 | 5 | 5.00 | 1st term |
AA Code | Teaching Activity (AA) | HT(*) | HTPE(*) | HTPS(*) | HR(*) | HD(*) | Term | Weighting |
---|---|---|---|---|---|---|---|---|
I-MARO-202 | Advanced Machine Learning | 24 | 24 | 0 | 0 | 0 | Q1 | 80.00% |
I-ILIA-202 | Advanced Deep Learning | 6 | 6 | 0 | 0 | 0 | Q1 | 20.00% |
Programme component |
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Objectives of Programme's Learning Outcomes
Learning Outcomes of UE
Get familiar with the contemporary methods in machine learning (active learning, reinforcement learning, depp networks) Study these methods within the frameworks of statistical learning theory
Content of UE
active learning, reinforcement learning, deep network, statistical learning theory
Prior Experience
Not applicable
Type of Assessment for UE in Q1
Q1 UE Assessment Comments
personal work + written exam
Type of Assessment for UE in Q2
Q2 UE Assessment Comments
Theoretical exam and presentation of a practical project on the computer
Type of Assessment for UE in Q3
Q3 UE Assessment Comments
same as Q1
Type of Resit Assessment for UE in Q1 (BAB1)
Q1 UE Resit Assessment Comments (BAB1)
n/a
Type of Teaching Activity/Activities
AA | Type of Teaching Activity/Activities |
---|---|
I-MARO-202 |
|
I-ILIA-202 |
|
Mode of delivery
AA | Mode of delivery |
---|---|
I-MARO-202 |
|
I-ILIA-202 |
|
Required Reading
AA | |
---|---|
I-MARO-202 | |
I-ILIA-202 |
Required Learning Resources/Tools
AA | Required Learning Resources/Tools |
---|---|
I-MARO-202 | Not applicable |
I-ILIA-202 | Not applicable |
Recommended Reading
AA | |
---|---|
I-MARO-202 | |
I-ILIA-202 |
Recommended Learning Resources/Tools
AA | Recommended Learning Resources/Tools |
---|---|
I-MARO-202 | Not applicable |
I-ILIA-202 | Not applicable |
Other Recommended Reading
AA | Other Recommended Reading |
---|---|
I-MARO-202 | Not applicable |
I-ILIA-202 | 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-202 | Unauthorized |
I-ILIA-202 | Unauthorized |