Course taught in the Data and Knowledge 2nd year Master Program of Université Paris Saclay


The objective of this course is to be a first course on machine learning and data mining algorithms from a practical and a theoretical point of view. This is an introductory course that will set the basis for the more advanced courses on the second period. Topics covered include:
– classification
– regression
– clustering
– frequent pattern mining

Instructors: Mostafa H. Chehreghani (Télécom ParisTech) and Albert Bifet (Télécom ParisTech)


  • 1/3 Lab Assignments
  • 2/3 Final Test

Lecture Slides