Teaching

Undergraduate main modules

INSA FIMI

• Data structures and algorithms

• Imperative and object-oriented programming (Python, Java, Pascal, Delphi/Kylix/Lazarus)

  Python Road Book for problem-based learning (in french)

• Data flow and visual programming (LabVIEW)

• Symbolic computation and numerical analysis (Matlab, Mathematica, Maple)

• Database design and query languages (relational algebra, SQL)

• Introduction to software engineering and project management

• Application domains

  • Artificial Intelligence (board games)
  • Physical/Chemical/Biological phenomena simulation
  • Image processing
  • Human Computer Interface

Online resources of the department for students

Postgraduate main modules

• Data mining principles (frequent patterns, rules, sequential patterns, classification , clustering)
• Data mining applications using Scikit-Learn and Knime
• Databases and Web access (MySQL server, PHP)