Teaching

Undergraduate main modules

INSA FIMI

• Data structures and algorithms

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

• 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 science / data mining principles (frequent patterns, rules, sequential patterns, classification, clustering)

• Data science applications using Scikit-Learn and Knime

• Databases and web access (MySQL server, PHP)