Department of Computer Science

Lecturer	Nawel ZEMMAL
Information	Master - Web and Artificial Intelligence Department of Computer Science Website : https://www.univ-soukahras.dz/en/module/1243 Semester : S3 Unit : UEF1 Credit : 6 Coefficient: 3
Content	 Théorie de l\'apprentissage  PAC learning  VC dimension  Méthodes ensemblistes  Théorie du boosting  Support Vector Machines  Développement d’application concrète
Evaluation	TD : ->3 Mini-Exams : ( 3+ 3 + 3 => 9 pts ) ->Weekly Homeworks : ( 11 pts ) TP : -> Weekly Homeworks : ( 5 pts ) -> Project 1 : ( 5 pts ) Deadline : 29 October 2015 - Online submission only -> Project 2: ( 10 pts ) Deadline : 19 November 2015 - Online submission only IMPORTANT :Penalty : ( Plagiarism + Late Submission ) => 0pts.