Legend Mandatory Optional Courses not taught during 2016-2017 Periodic courses not taught during 2016-2017 Periodic courses taught during 2016-2017 Activité avec prérequis Click on the course title to see detailed informations (objectives, teaching methods, evaluation...) > Legend Ce complément d'option ne peut être choisi que par les étudiants qui optent pour l'option Analyse et gestion de l'information en ingénierie biologique. Annual block 1 2 LBRTI2202 Special questions in information management Patrick Bogaert (coord ); Emmanuel Hanert; 30h 3 credits 2q x LBIRE2211 Projet intégré en technologies et gestion de l'information Patrick Bogaert (coord ); Pierre Defourny; Emmanuel Hanert; 50h+20h 7 credits 1q x Courses to be chosen for min10 credits among the suggested list: LBIRA2101A Biométrie: analyse de la variance Xavier Draye; Anouar Elghouch; Bernadette Govaerts; 22h+10h 3 credits 1q x LSINF2224 Programming methods 30h+15h 5 credits 2q x LINGI1122 Program conception methods Charles Pecheur; 30h+30h 5 credits 2q x LGEO2130 Geographic modelling Eric Deleersnijder; Sophie Vanwambeke; 30h+30h 5 credits 2q x LELEC2920 Communication networks Sebastien Lugan (compensates Benoît Macq); Benoit Macq; 30h+30h 5 credits 1q x LSINF2275 Data mining & decision making Marco Saerens; 30h+15h 5 credits 2q x LSTAT2120 Linear models Christian Hafner; 30h+7.5h 5 credits 1q x LSTAT2350 Data Mining Libei Chen; 15h+15h 5 credits 2q x LDEMO2220A Population models and projections (Part A) 15h+5h 2 credits 1q x LDEMO2220B Population models and projections (Part B) 25h+15h 5 credits 1q x LELEC2870 Machine Learning : regression, dimensionality reduction and data visualization John Lee (compensates Michel Verleysen); Michel Verleysen; 30h+30h 5 credits 1q x LPHY2153 Introduction to the physics of the climate system and its modeling Hugues Goosse; Jean-Pascal Vanypersele; 30h+15h 5 credits 1q x LPHY2252 Supplements in climate system modeling Michel Crucifix; Thierry Fichefet; Hugues Goosse; Qiuzhen Yin; 45h+7.5h 6 credits 2q x LECGE1333 Game theory and the information economy Julio Davila; 30h+10h 5 credits 2q x LSTAT2020 Statistical computing Celine Bugli (compensates Bernadette Govaerts); Bernadette Govaerts; 20h+20h 6 credits 1q x LBRAI2101 Population and quantitative genetics Philippe Baret (coord ); Xavier Draye; Xavier Draye (compensates Philippe Baret); 30h+7.5h 3 credits 1q x LENVI2007 Renewable energies Xavier Draye; Patrick Gerin (coord ); Herve Jeanmart; Geoffrey Vanmoeseke; 30h 4 credits 1q x Programme alternatif au stage d'insertion socio-professionnelle pour l'option 10E (10 credits) Les étudiants qui ne réalisent pas le stage d'insertion socio-professionnelle choisissent pour 10 crédits d'activités parmi les intitulés suivants: Courses to be chosen for 5 credits minimum: LBIRA2101A Biométrie: analyse de la variance Xavier Draye; Anouar Elghouch; Bernadette Govaerts; 22h+10h 3 credits 1q x LBRAI2101 Population and quantitative genetics Philippe Baret (coord ); Xavier Draye; Xavier Draye (compensates Philippe Baret); 30h+7.5h 3 credits 1q x LSINF2224 Programming methods 30h+15h 5 credits 2q x LINGI1122 Program conception methods Charles Pecheur; 30h+30h 5 credits 2q x LGEO2130 Geographic modelling Eric Deleersnijder; Sophie Vanwambeke; 30h+30h 5 credits 2q x LELEC2920 Communication networks Sebastien Lugan (compensates Benoît Macq); Benoit Macq; 30h+30h 5 credits 1q x LSINF2275 Data mining & decision making Marco Saerens; 30h+15h 5 credits 2q x LSTAT2120 Linear models Christian Hafner; 30h+7.5h 5 credits 1q x LSTAT2350 Data Mining Libei Chen; 15h+15h 5 credits 2q x LDEMO2220 Population models and projections Bruno Masquelier; 30h+15h 5 credits 2q x LELEC2870 Machine Learning : regression, dimensionality reduction and data visualization John Lee (compensates Michel Verleysen); Michel Verleysen; 30h+30h 5 credits 1q x LPHY2153 Introduction to the physics of the climate system and its modeling Hugues Goosse; Jean-Pascal Vanypersele; 30h+15h 5 credits 1q x LPHY2252 Supplements in climate system modeling Michel Crucifix; Thierry Fichefet; Hugues Goosse; Qiuzhen Yin; 45h+7.5h 6 credits 2q x LECGE1333 Game theory and the information economy Julio Davila; 30h+10h 5 credits 2q x LSTAT2020 Statistical computing Celine Bugli (compensates Bernadette Govaerts); Bernadette Govaerts; 20h+20h 6 credits 1q x Courses to be chosen for 5 credits minimum.