Partie de base STAT2FC

Optional Partie de base STAT2FC
Optional Orientation 1 : Bases de statistique et de traitement de données
Optional LSTAT2014  Elements of probability and mathematical statistics
FR q1  22.5h+22.5h  5 credits      
Teacher(s):

> Eugen Pircalabelu

Eugen Pircalabelu
Optional LBIRA2110A  Statistical analysis of multivariate data - Biometrics 1
FR q1  22.5h+15h  3 credits       > English-friendly  
Teacher(s):

> Xavier Draye

> Frédéric Gaspart

> Laura Symul

Xavier Draye
, Frédéric Gaspart
, Laura Symul
Optional LDEMO2047  Méthodes quantitatives en sciences sociales : analyses causales, factorielles et typologies
FR q1  20h+20h  4 credits      
Teacher(s):

> Philippe Bocquier

Philippe Bocquier
Optional LECGE1224  Economics and Management Statistics
FR q2  30h+15h  5 credits      
Teacher(s):

> Cédric Heuchenne

Cédric Heuchenne
Optional LINGE1222  Multivariate Statistical Analysis
FR q2  30h+15h  4 credits      
Teacher(s):

> Antoine Soetewey

Antoine Soetewey
Optional LMAFY1101  Data exploration and introduction to statiscal inference
FR q2  30h+30h  5 credits      
Teacher(s):

> Anouar El Ghouch

Anouar El Ghouch
Optional LMAT1271  Calculation of probability and statistical analysis
FR q2  30h+30h  6 credits       > English-friendly  
Teacher(s):

> Anna Kiriliouk

Anna Kiriliouk
Optional LPSP1011  Statistics: descriptive analysis of quantitative data
FR q2  22.5h  3 credits      
Teacher(s):

> Nathalie Lefèvre

Nathalie Lefèvre
Optional LPSP1209  Statistics, inference on one or two variables
FR q1  22.5h+15h  4 credits      
Teacher(s):

> Eugen Pircalabelu

Eugen Pircalabelu
Optional LPSP1306  Statistics: descriptive analysis and GLM multivariate data modeling
FR q2  30h+15h  4 credits      
Teacher(s):

> Olivier Caelen

Olivier Caelen
Optional LVETE1262  Biostatistics and information's critical analysis
FR q1  45h+40h  7 credits      
Teacher(s):

> Mickaël De Backer (compensates Catherine Legrand)

Mickaël De Backer (compensates Catherine Legrand)
Optional WFARM1247  Statistical data processing
FR q2  15h+15h  3 credits      
Teacher(s):

> Eugen Pircalabelu

Eugen Pircalabelu
Optional Orientation 2 : Mathématique et programmation pour la statistique et les data sciences
Optional LSTAT2011  Éléments de mathématiques pour la statistique
FR q1  15h+15h  3 credits      
Teacher(s):

> Nathan Uyttendaele (compensates Catherine Legrand)

Nathan Uyttendaele (compensates Catherine Legrand)
Optional LSTAT2020  Statistical softwares and basic statistical programming
FR q1  15h+15h  4 credits      
Teacher(s):

> Céline Bugli

Céline Bugli
Optional LDATS2030  Statistique et data sciences avec R: Programmation avancée
FR q2  15h+15h  4 credits      
Teacher(s):

> Anouar El Ghouch

Anouar El Ghouch
Optional LDATS2360  Seminar in data management: basic
FR q1  15h+10h  4 credits      
Teacher(s):

> Céline Bugli

Céline Bugli
Optional LDEMO2406  Gestion de base de données avec Stata et R
FR q1  30h+15h  5 credits      
Teacher(s):

> Bruno Schoumaker

Bruno Schoumaker
Optional LINFO1101  Introduction to programming
Le cours LINFO1101 est à accès limité et uniquement réservé aux étudiants qui suivent le programme préparatoire au master en science des données.
FR q1  30h+30h  5 credits      
Teacher(s):

> Kim Mens

> Charles Pecheur

> Cristel Pelsser

Kim Mens
, Charles Pecheur
, Cristel Pelsser
Optional LINGE1225  Programming in Economics and Management
FR q1  30h+22.5h  4 credits      
Teacher(s):

> Marco Saerens

Marco Saerens
Optional Orientation 3 : Méthodologie statistique
Optional LSTAT2040  Statistical analysis
FR q2  30h+15h  5 credits      
Teacher(s):

> Anouar El Ghouch

Anouar El Ghouch
Optional LSTAT2100  Discrete data analysis.
FR q2  30h+7.5h  5 credits      
Teacher(s):

> Anouar El Ghouch

Anouar El Ghouch
Optional LSTAT2190  Concepts and treatment of random vectors
FR q1  15h+7.5h  4 credits      
Teacher(s):

> Anna Kiriliouk

Anna Kiriliouk
Optional LSTAT2110  Data Analysis
FR q1  30h+7.5h  5 credits      
Teacher(s):

> Olivier Caelen

Olivier Caelen
Optional LSTAT2120  Linear models
EN q1  30h+7.5h  5 credits       > French-friendly  
Teacher(s):

> Christian Hafner

Christian Hafner
Optional LSTAT2130  Introduction to Bayesian statistics
EN q2  22.5h+7.5h  5 credits      
Teacher(s):

> Philippe Lambert

Philippe Lambert
Optional LSTAT2140  Non parametric statistics
FR q1  15h+5h  4 credits       > English-friendly  
Teacher(s):

> Eugen Pircalabelu

Eugen Pircalabelu
Optional LSTAT2150  Nonparametric statistics: smoothings methods
EN q1  15h+5h  4 credits      
Teacher(s):

> Anna Kiriliouk

Anna Kiriliouk
Optional LSTAT2170  Times series
EN q2  30h+7.5h  5 credits      
Teacher(s):

> Anna Kiriliouk

Anna Kiriliouk
Optional LSTAT2200  Survey and Sampling
FR q2  15h+5h  4 credits      
Teacher(s):

> Séverine Guisset

> Christian Ritter

Séverine Guisset
, Christian Ritter
Optional LSTAT2210  Mixed linear models
FR q1  15h+7.5h  4 credits      
Teacher(s):

> Catherine Legrand

Catherine Legrand
Optional LDEMO2402  Méthodologie de collecte de données par enquêtes quantitatives (dont sondage)
Ce cours est à prendre oblibatoirement avec le cours LSOC2095
FR q2  30h  4 credits      
Teacher(s):

> Bruno Schoumaker

Bruno Schoumaker
Optional LSOC2095  Techniques approfondies d'enquête extensive et de sondage en sociologie : atelier d'exercices
Ce cours est à prendre obligatoirement avec le cours LDEMO2402
FR q2  15h  2 credits      
Optional Orientation 4 : Data sciences
Optional LDATS2030  Statistique et data sciences avec R: Programmation avancée
FR q2  15h+15h  4 credits      
Teacher(s):

> Anouar El Ghouch

Anouar El Ghouch
Optional LSTAT2100  Discrete data analysis.
FR q2  30h+7.5h  5 credits      
Teacher(s):

> Anouar El Ghouch

Anouar El Ghouch
Optional LSTAT2110  Data Analysis
FR q1  30h+7.5h  5 credits      
Teacher(s):

> Olivier Caelen

Olivier Caelen
Optional LSTAT2120  Linear models
EN q1  30h+7.5h  5 credits       > French-friendly  
Teacher(s):

> Christian Hafner

Christian Hafner
Optional LDATS2350  Data Mining
EN q2  15h+15h  4 credits      
Teacher(s):

> Olivier Caelen

Olivier Caelen
Optional LDATS2310  Deep learning for Insurance and Finance
FR q2  15h  3 credits       > English-friendly  
Teacher(s):

> Donatien Hainaut

Donatien Hainaut
Optional LDATS2470  Statistical Machine Learning and High Dimensional Data Analysis
EN q2  15h  3 credits      
Teacher(s):

> Christian Hafner

Christian Hafner
Optional LDEMO2640  "Big data" : capture et analyse de données massives
FR q2  20h  3 credits      
Teacher(s):

> Julien Boelaert (compensates Christine Schnor)

Julien Boelaert (compensates Christine Schnor)
Optional LELEC2870  Machine learning : regression, deep networks and dimensionality reduction
EN q1  30h+30h  5 credits       > French-friendly  
Teacher(s):

> John Lee

> John Lee (compensates Michel Verleysen)

John Lee
, John Lee (compensates Michel Verleysen)
Optional LINFO2262  Machine Learning :classification and evaluation
EN q2  30h+30h  6 credits       > French-friendly  
Teacher(s):

> Pierre Dupont

Pierre Dupont
Optional LINFO2275  Data mining & decision making
EN q2  30h+15h  5 credits       > French-friendly  
Teacher(s):

> Marco Saerens

Marco Saerens
Optional Orientation 5 : Sciences et technologies
Optional LDATS2030  Statistique et data sciences avec R: Programmation avancée
FR q2  15h+15h  4 credits      
Teacher(s):

> Anouar El Ghouch

Anouar El Ghouch
Optional LSTAT2110  Data Analysis
FR q1  30h+7.5h  5 credits      
Teacher(s):

> Olivier Caelen

Olivier Caelen
Optional LSTAT2120  Linear models
EN q1  30h+7.5h  5 credits       > French-friendly  
Teacher(s):

> Christian Hafner

Christian Hafner
Optional LSTAT2310  Statistical quality control.
FR q1  15h+5h  4 credits       > English-friendly  
Teacher(s):

> Alain Guillet

Alain Guillet
Optional LSTAT2320  Design of experiment.
FR q2  30h+10h  5 credits       > English-friendly  
Teacher(s):

> Catherine Rasse (compensates Laura Symul)

Catherine Rasse (compensates Laura Symul)
Optional LSTAT2330  Statistics in clinical trials.
FR q2  22.5h+7.5h  5 credits      
Teacher(s):

> Catherine Legrand

> Annie Robert

Catherine Legrand
, Annie Robert
Optional LBRTI2101A  Data Science in bioscience engineering
FR q1  22.5h+15h  3 credits       > English-friendly  
Teacher(s):

> Patrick Bogaert

> Emmanuel Hanert

Patrick Bogaert
, Emmanuel Hanert
Optional LBIRC2130A  Integrated project of chemical analysis and chemometrics - chemometrics
FR q1  30h+15h  4 credits      
Teacher(s):

> Christine Dupont

> Audrey Pissard

> Laura Symul

Christine Dupont
, Audrey Pissard
, Laura Symul
Optional LBIRA2110A  Statistical analysis of multivariate data - Biometrics 1
FR q1  22.5h+15h  3 credits       > English-friendly  
Teacher(s):

> Xavier Draye

> Frédéric Gaspart

> Laura Symul

Xavier Draye
, Frédéric Gaspart
, Laura Symul
Optional LBRAI2222  Mixed models and experimental design
FR q2  22.5h+15h  3 credits       > English-friendly  
Teacher(s):

> Xavier Draye (coord.)

> Laura Symul

Xavier Draye (coord.)
, Laura Symul
Optional Orientation 6 : Biostatistique
Optional LDATS2030  Statistique et data sciences avec R: Programmation avancée
FR q2  15h+15h  4 credits      
Teacher(s):

> Anouar El Ghouch

Anouar El Ghouch
Optional LSTAT2120  Linear models
EN q1  30h+7.5h  5 credits       > French-friendly  
Teacher(s):

> Christian Hafner

Christian Hafner
Optional LSTAT2130  Introduction to Bayesian statistics
EN q2  22.5h+7.5h  5 credits      
Teacher(s):

> Philippe Lambert

Philippe Lambert
Optional LSTAT2210  Mixed linear models
FR q1  15h+7.5h  4 credits      
Teacher(s):

> Catherine Legrand

Catherine Legrand
Optional LSTAT2220  Analysis of survival and duration data
FR q1  15h+5h  4 credits       > English-friendly  
Teacher(s):

> Ingrid Van Keilegom

Ingrid Van Keilegom
Optional LSTAT2230  Advanced survival models
EN q2  15h+5h  4 credits      
Teacher(s):

> Catherine Legrand

Catherine Legrand
Optional LSTAT2330  Statistics in clinical trials.
FR q2  22.5h+7.5h  5 credits      
Teacher(s):

> Catherine Legrand

> Annie Robert

Catherine Legrand
, Annie Robert
Optional LSTAT2340  Statistical Analyses of -omics Data
FR q2  30h+10h  5 credits       > English-friendly  
Teacher(s):

> Laura Symul

Laura Symul
Optional WFSP2218  Longitudinal analysis: linear, logistic and Poisson regression
FR q1  20h+20h  4 credits      
Teacher(s):

> Christophe de Meester de Ravenstein

Christophe de Meester de Ravenstein
Optional WFSP2228  Systematic literature review, realist evaluation and meta-analysis
FR q2  20h+10h  3 credits      
Teacher(s):

> Annie Robert (coord.)

> Kiswendsida Clovis Sawadogo

Annie Robert (coord.)
, Kiswendsida Clovis Sawadogo
Optional WFSP2238  Advanced epidemiology
EN q2  20h+20h  5 credits      
Teacher(s):

> Niko Speybroeck

Niko Speybroeck
Optional LBIRA2110A  Statistical analysis of multivariate data - Biometrics 1
FR q1  22.5h+15h  3 credits       > English-friendly  
Teacher(s):

> Xavier Draye

> Frédéric Gaspart

> Laura Symul

Xavier Draye
, Frédéric Gaspart
, Laura Symul
Optional Orientation 7 : Méthodes avancées
Optional LSTAT2185  Numerical Methods for Statistics: Optimization, Simulations and the Bootstrap
EN q1  30h+15h  5 credits       > French-friendly  
Teacher(s):

> Eugen Pircalabelu

Eugen Pircalabelu
Optional LSTAT2230  Advanced survival models
EN q2  15h+5h  4 credits      
Teacher(s):

> Catherine Legrand

Catherine Legrand
Optional LSTAT2380  Statistical consulting
EN q1+q2  30h  5 credits       > French-friendly  
Teacher(s):

> Christian Ritter

Christian Ritter
Optional LSTAT2440  Inference and Data Reduction
EN q1  15h+7.5h  4 credits      
Optional LDATS2450  Statistical learning. Estimation, selection and inference
EN q2  30h+7.5h  5 credits      
Teacher(s):

> Eugen Pircalabelu

Eugen Pircalabelu
Optional LDATS2470  Statistical Machine Learning and High Dimensional Data Analysis
EN q2  15h  3 credits      
Teacher(s):

> Christian Hafner

Christian Hafner
Optional LMAT1371  Probability Theory
FR q2  30h+22.5h  5 credits      
Teacher(s):

> Karim Barigou

Karim Barigou