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Tronc commun
Statistical modelling
Cours au choix
At least 2 courses among the 5 following.
Machine learning and Data mining
Cours au choix
Choose at least 2 courses among the 3 following.
EN
q1
30h+30h
5
credits
> French-friendly
Teacher(s):
> John Lee
> John Lee (compensates Michel Verleysen)
John Lee, John Lee (compensates Michel Verleysen)
Statistical computing, data structures and algorithms for data analysis
Cours au choix
EN
q1
30h+22.5h
5
credits
> French-friendly
Teacher(s):
> Jean-Charles Delvenne (coord.)
> Beno卯t Legat (compensates Vincent Blondel)
Jean-Charles Delvenne (coord.), Beno卯t Legat (compensates Vincent Blondel)
Philosophie
Maximum one course among:
FR
q2
30h
2
credits
Teacher(s):
> Peter Verd茅e
> Peter Verd茅e (compensates Charles Pence)
Peter Verd茅e, Peter Verd茅e (compensates Charles Pence)
FR
q2
15h+15h
2
credits
Teacher(s):
> Alexandre Guay (compensates Charles Pence)
> Herv茅 Jeanmart
> Ren茅 Rezsohazy
Alexandre Guay (compensates Charles Pence), Herv茅 Jeanmart, Ren茅 Rezsohazy
Activit茅s de base
To access to this Master's degree, students must master a minimum of basic skills in mathematics, programming, algorithms and statistical probability. In consultation with the student advisor, additional courses may be required. In such cases, a maximum of 10 additional credits may be included in the core curriculum. The list of additional courses is available in the "Preparatory module" section.
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Professional Focus [30.0]
Content:
FR
q1 or q2
20
credits
Optionnal course
Choose 1 course among the 2 following.
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Options
The student completes his program with elective courses reported in the list below. With the agreement of the restricted jury, the student can also complete his program by other courses that he would consider relevant and taught at the UCLouvain. The student may include a maximum of 5 language course credits in his or her program, provided that the level is appropriate and consistent with the student's and the program's profile.
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Data in action
Content:
FR
q2
15h+5h
4
credits
Teacher(s):
> S茅verine Guisset
> Christian Ritter
S茅verine Guisset, Christian Ritter
EN
q1+q2
15h
3
credits
> French-friendly
Teacher(s):
> Christian Ritter
> Laura Symul
Christian Ritter, Laura Symul
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Data sciences en linguistique et Text Mining
Content:
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Algorithme, informatique, optimisation, recherche op茅rationnelle
Content:
Cours au choix
Maximum one course among the two courses (As they are bachelor course, the amount of credits is reduced to 5)
FR
q2
30h+30h
6
credits
Teacher(s):
> S茅bastien Jodogne
> Estelle Massart
S茅bastien Jodogne, Estelle Massart
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Stage
1 internship maximum, chosen among the two following (optional):
Content:
FR
q1 or q2
10
credits
FR
q1 or q2
5
credits
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Data Sciences appliqu茅es 脿 la gestion
The following courses are taught on two-month periods and the first three ones are taught on the Campus of UCL Mons. Thus, we ask to students to check that this choice is compatible with their schedule, before inscription.
Content:
FR
q1
30h
5
credits
Teacher(s):
> Fran莽ois Fouss
> Corentin Vande Kerckhove
Fran莽ois Fouss, Corentin Vande Kerckhove
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Optional courses
These credits are not counted within the 120 required credits.
Content:
FR
q1+q2
15h+45h
5
credits
Teacher(s):
> St茅phanie Merle
> Jean-Pierre Raskin
St茅phanie Merle, Jean-Pierre Raskin
FR
q2
30h+15h
3
credits
Teacher(s):
> Anne Bauwens (compensates Jean-Fran莽ois Rees)
> Myriam De Kesel
Anne Bauwens (compensates Jean-Fran莽ois Rees), Myriam De Kesel
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Preparatory Module
(only for students who qualify for the course via complementary coursework)
To access聽 this Master, students must have a good command of certain subjects. If this is not the case, in the first annual block of their Masters programme, students must take supplementary classes chosen by the faculty to satisfy course prerequisites.
To access to this Master's degree, the student has to master a minimum of preliminary skills in mathematics, programming, algorithmic and probability-statistics. If it is not the case, additional teachings must be added to his program. He can nevertheless include a maximum of 10 of these credits in the prerequisite module planned in the common-core syllabus of the Master's degree.
Students who do not have a B1 level in English (level obtained at UCLouvain) must take the LANGL1330 (/en-cours-langl1330) English course. A dispensatory test is organized at the beginning of the academic year.
The student is invited to meet the program advisor to decide which courses should be followed. The restricted jury must next approve his program.
Math茅matique - Analyse et alg猫bre lin茅aire
Each of the following three modules allows acquiring similar skills:
Module 1
FRq1 45h+37.5h 7 credits
Teacher(s):
> Pierre-Antoine Absil
> Fran莽ois Glineur
Pierre-Antoine Absil, Fran莽ois Glineur
FRq2 30h+30h 5 credits
Teacher(s):
> Christophe Craeye
> Enrico Vitale
Christophe Craeye, Enrico Vitale
Module 2
FRq2 30h+30h 5 credits
Teacher(s):
> C茅cile Coyette (compensates Tom Claeys)
C茅cile Coyette (compensates Tom Claeys)
Module 3
FRq1 30h+20h 4 credits
Teacher(s):
> Pedro Dos Santos Santana Forte Vaz
Pedro Dos Santos Santana Forte Vaz
Probabilit茅s et Statistique
Each of the following four modules allows acquiring similar skills:
Module 1
Module 2
Module 3
Module 4
Programmation et informatique
The student must acquire the skills related to these three courses:
FRq1 30h+30h 5 credits
Teacher(s):
> Kim Mens
> Siegfried Nijssen
> Charles Pecheur
Kim Mens, Siegfried Nijssen, Charles Pecheur
FRq1 30h+30h 5 credits
Teacher(s):
> S茅bastien Jodogne
> Ramin Sadre
> Pierre Schaus
S茅bastien Jodogne, Ramin Sadre, Pierre Schaus
Other pre-requisite activities
The teaching units below may be added to the student's program if they are admitted on a case-by-case basis. The choice of these units will be made in consultation with the study advisor.
FRq1 15h+15h 3 credits
Teacher(s):
> Nathan Uyttendaele (compensates Catherine Legrand)
Nathan Uyttendaele (compensates Catherine Legrand)
FRq2 30h+15h 4 credits
Teacher(s):
> Aur茅lie Bertrand
> C茅line Bugli
> Nathalie Lef猫vre
Aur茅lie Bertrand, C茅line Bugli, Nathalie Lef猫vre
ENq1 or q2 20h 3 credits
Teacher(s):
> St茅phanie Brabant
> Charline Coduti (compensates Anne-Julie Toubeau)
> Estelle Dagneaux
> Jean-Luc Delghust
> Aur茅lie Deneumoustier
> Fanny Desterbecq
> Marie Duelz
> Claudine Grommersch
> Adrien Kefer
> Sandrine Mulkers (coord.)
> Yannick Paquin (compensates Anne-Julie Toubeau)
> Marc Piwnik (coord.)
> Fran莽oise Stas
St茅phanie Brabant, Charline Coduti (compensates Anne-Julie Toubeau), Estelle Dagneaux, Jean-Luc Delghust, Aur茅lie Deneumoustier, Fanny Desterbecq, Marie Duelz, Claudine Grommersch, Adrien Kefer, Sandrine Mulkers (coord.), Yannick Paquin (compensates Anne-Julie Toubeau), Marc Piwnik (coord.), Fran莽oise Stas
Other EU to be determined with the Study Advisor
Depending on his / her previous academic background, the student (in consultation with the study advisor) can add other UEs in order to acquire the necessary prerequisites for the program.
