M1 Mathématiques et apprentissage statistique
| Subjects | ECTS | Lecture | directed study | practical class | Lecture/directed study | Lecture/practical class | directed study/practical class | distance-learning course | Project | Supervised studies |
|---|---|---|---|---|---|---|---|---|---|---|
| Inférence statistique et théorie de l’apprentissage | 8 | 36 | 36 | |||||||
| Probabilités | 4 | 18 | 12 | |||||||
| Traitement des données et machine learning | 8 | 27 | 27 | |||||||
| Subjects | ECTS | Lecture | directed study | practical class | Lecture/directed study | Lecture/practical class | directed study/practical class | distance-learning course | Project | Supervised studies |
|---|---|---|---|---|---|---|---|---|---|---|
| Algorithmique randomisée et recherche opérationnelle | 5 | 15 | 30 | |||||||
| Optimisation numérique | 6 | 24 | 24 | |||||||
| Logiciels statistiques et Python | 8 | 36 | 36 | |||||||
| Subjects | ECTS | Lecture | directed study | practical class | Lecture/directed study | Lecture/practical class | directed study/practical class | distance-learning course | Project | Supervised studies |
|---|---|---|---|---|---|---|---|---|---|---|
| UE Anglais | 3 | 27 | ||||||||
| UE Stage en entreprise | 12 | 30 | ||||||||
| Subjects | ECTS | Lecture | directed study | practical class | Lecture/directed study | Lecture/practical class | directed study/practical class | distance-learning course | Project | Supervised studies |
|---|---|---|---|---|---|---|---|---|---|---|
| Traitement des données et machine learning | 8 | 9 | 9 | |||||||
| Modèle linéaire | 6 | 27 | 27 | |||||||
| Subjects | ECTS | Lecture | directed study | practical class | Lecture/directed study | Lecture/practical class | directed study/practical class | distance-learning course | Project | Supervised studies |
|---|---|---|---|---|---|---|---|---|---|---|
| UE Anglais | 3 | 27 | ||||||||
| UE Stage en entreprise | 12 | 30 | ||||||||
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Copy of identity document.
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Motivation letter.
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All transcripts of the years / semesters validated since the high school diploma at the date of application.
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Curriculum Vitae.
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Detailed description and hourly volume of courses taken since the beginning of the university program.
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Certificate of French (compulsory for non-French speakers).
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VAP file (obligatory for all persons requesting a valuation of the assets to enter the diploma).
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Supporting documents :
- Residence permit stating the country of residence of the first country
- Or receipt of request stating the country of first asylum
- Or document from the UNHCR granting refugee status
- Or receipt of refugee status request delivered in France
- Or residence permit stating the refugee status delivered in France
- Or document stating subsidiary protection in France or abroad
- Or document stating temporary protection in France or abroad.