Graduate School and Research Center In communication systems

Bernard MERIALDO

Bernard MERIALDO
Bernard MERIALDO
Eurecom - Data Science 
Professor
04 93 00 81 29
04 93 00 82 00
423

Teaching

  • In 1980-1981, he taught at the Faculty of Sciences in Rabat (Morocco).
  • Between 1992 and 2015 he was in the Multimedia Dept.
  • Now he teaches Intelligent Systems and Multimedia Information Retrieval in the Data Science Dept. 

My courses

  • MALIS / Fall 2016 - Machine Learning and Intelligent System

    The objective of this course is to give students a solid background in Machine Learning (ML) techniques. ML techniques are used to build efficient models for problems for which an optimal solution is unknown. This course will introduce the basic theories of Machine Learning, together with the most common families of classifiers and predictors. It will identify the basic ideas underlying the mechanism of learning, and will specify the practical problems that are encountered when applying these techniques, optimization, overfitting, validation, together with possible solutions to manage those difficulties.

    Teaching and Learning Methods : Lectures and Lab sessions (groups of 1 or 2 students)

    Course Policies : Attendance to Lab sessions is mandatory.

  • MMIR / Fall 2016 - Multimedia indexing and retrieval

     

    The objective of this course is to study some of the problems and techniques that are involved when searching for multimedia information. A key problem is to find a formal representation of content that is easy and convenient. Vector based representations have been found extremely efficient, when applied to text, image and video.

    Teaching and Learning Methods : Lectures and Lab sessions (groups of 1 or 2 students)

    Course Policies : Attendance to Lab session is mandatory.

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Distinctions

  • IBM Technical Achievement Award
  • IBM Innovation Award