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       > English-friendly  
Teacher(s):

> Eugen Pircalabelu

Eugen Pircalabelu
Optional LBIRA2110A  Statistical analysis of multivariate data - Biometrics 1
FR q1  22.5h+15h  3 credits       > English-friendly  
Optional LDEMO2047  Méthodes quantitatives en sciences sociales : analyses causales, factorielles et typologies
FR q1  20h+15h  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 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):

> Catherine Legrand

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):

> Catherine Legrand

Catherine Legrand
Optional LDATS2030  Programming and data reporting in R
FR q1  22.5h+15h  5 credits      
Teacher(s):

> Céline Bugli

> Anouar El Ghouch

Céline Bugli
, Anouar El Ghouch
Optional LDATS2360  Basic SAS programming
FR q1  15h+7.5h  4 credits      
Teacher(s):

> Céline Bugli

Céline Bugli
Optional LDEMO2406  Introduction à la gestion et l'analyse de données avec R et Stata
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+20h  4 credits      
Teacher(s):

> Marco Saerens

Marco Saerens
Optional LSC1301  Introduction to programming and data processing
FR q2  22.5h+30h  5 credits      
Teacher(s):

> Hélène Verhaeghe

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

> Anouar El Ghouch

> Eugen Pircalabelu

Anouar El Ghouch
, Eugen Pircalabelu
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+15h  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):

> Anna Kiriliouk

Anna Kiriliouk
Optional LSTAT2150  Smoothing techniques
EN q1  22.5h+9.5h  5 credits      
Teacher(s):

> Anna Kiriliouk

Anna Kiriliouk
Optional LSTAT2170  Times series
EN q2  22.5h+7.5h  5 credits      
Teacher(s):

> Anna Kiriliouk

Anna Kiriliouk
Optional LSTAT2190  Random vectors: modelling and processing
FR q1  15h+7.5h  4 credits      
Teacher(s):

> Anna Kiriliouk

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

> Catherine Legrand

Catherine Legrand
Optional LSTAT2480  Causality
FR q2  15h+5h  4 credits      
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  Programming and data reporting in R
FR q1  22.5h+15h  5 credits      
Teacher(s):

> Céline Bugli

> Anouar El Ghouch

Céline Bugli
, Anouar El Ghouch
Optional LDATS2310  Deep learning for Insurance and Finance
FR q2  15h  3 credits       > English-friendly  
Teacher(s):

> Donatien Hainaut

Donatien Hainaut
Optional LDATS2350  Hands-on data science with Python
EN q2  30h+15h  5 credits      
Teacher(s):

> Olivier Caelen

> Cédric Heuchenne

Olivier Caelen
, Cédric Heuchenne
Optional LDATS2470  Statistical Machine Learning and High Dimensional Data Analysis
EN q2  15h  3 credits      
Teacher(s):

> Christian Hafner

Christian Hafner
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+15h  5 credits       > French-friendly  
Teacher(s):

> Christian Hafner

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

> Christine Schnor

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

> John Lee

> Michel Verleysen

John Lee
, 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  Reinforcement Learning: Algorithms and Applications
EN q2  30h+15h  5 credits       > French-friendly  
Teacher(s):

> Quentin Cappart

> Eric Piette

Quentin Cappart
, Eric Piette
Optional Orientation 5 : Sciences et technologies
Optional LDATS2030  Programming and data reporting in R
FR q1  22.5h+15h  5 credits      
Teacher(s):

> Céline Bugli

> Anouar El Ghouch

Céline Bugli
, 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+15h  5 credits       > French-friendly  
Teacher(s):

> Christian Hafner

Christian Hafner
Optional LSTAT2320  Design of experiment.
FR q2  30h+9.5h  5 credits       > English-friendly  
Teacher(s):

> Laura Symul

Laura Symul
Optional LSTAT2330  Statistics in clinical trials.
FR q2  30h+7.5h  5 credits      
Teacher(s):

> Catherine Legrand

Catherine Legrand
Optional LSTAT2470  Statistical modeling of climate extremes
EN q1  15h+5h  4 credits      
Teacher(s):

> Anna Kiriliouk

Anna Kiriliouk
Optional LBRTI2101A  Data Science in bioscience engineering
FR q2  22.5h+15h  3 credits       > English-friendly  
Optional LBIRC2130A  Integrated project of chemical analysis and chemometrics - chemometrics
FR q1  30h+15h  4 credits      
Optional LBIRA2110A  Statistical analysis of multivariate data - Biometrics 1
FR q1  22.5h+15h  3 credits       > English-friendly  
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  Programming and data reporting in R
FR q1  22.5h+15h  5 credits      
Teacher(s):

> Céline Bugli

> Anouar El Ghouch

Céline Bugli
, Anouar El Ghouch
Optional LSTAT2120  Linear models
EN q1  30h+15h  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 LSTAT2320  Design of experiment.
FR q2  30h+9.5h  5 credits       > English-friendly  
Teacher(s):

> Laura Symul

Laura Symul
Optional LSTAT2330  Statistics in clinical trials.
FR q2  30h+7.5h  5 credits      
Teacher(s):

> Catherine Legrand

Catherine Legrand
Optional LSTAT2340  Statistical Analyses of -omics Data
FR q2  30h+9.5h  5 credits       > English-friendly  
Teacher(s):

> Laura Symul

Laura Symul
Optional LBIRA2110A  Statistical analysis of multivariate data - Biometrics 1
FR q1  22.5h+15h  3 credits       > English-friendly  
Optional WFSP2218  Longitudinal analysis: linear, logistic and Poisson regression
EN q1  20h+20h  4 credits      
Teacher(s):

> Pietro Coletti

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

> Kiswendsida Clovis Sawadogo

Kiswendsida Clovis Sawadogo
Optional WFSP2238  Advanced epidemiology
EN q2  20h+20h  5 credits      
Teacher(s):

> Niko Speybroeck

Niko Speybroeck
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 q2  22.5h+7.5h  5 credits       > French-friendly  
Teacher(s):

> Christian Ritter

Christian Ritter
Optional LDATS2450  Statistical learning. Estimation, selection and inference
EN q2  30h+7.5h  5 credits       > French-friendly  
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 LDATS2480  Advanced Topics in Deep Learning & AI
EN q2  15h+9.5h  4 credits      
Teacher(s):

> Olivier Caelen

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

> Karim Barigou

Karim Barigou