Srđan Lazendić

Teaching language: Dutch

Content:
The aim of this course is threefold: (1) to rehearse the fundamental mathematics knowledge for starting academic engineering studies; (2) to make clear what is the expected mathematics level in academic engineering studies; (3) to establish a uniform starting level for all students.

Teaching language: Dutch

Content:
The main aim is to teach the student how to reason in a critical, logical and structured way, on the appropriate level of abstraction, while paying attention also to completeness and precision.

Teaching language: Dutch

Content:
The student gains insight in solution methods for ordinary and partial differential equations. The student also gains insight in the definition of line and surface integrals, the underlying theoretical results and their practical computation.

Teaching language: Dutch

Content:
It is the aim of the course to provide insight in the basic concepts of the theory of functions of several real variables and the application of the corresponding analysis techniques. Moreover the students acquire skills in using these techniques and applying them, as well as in the analytic and mathematical modelling of basic problems from basic sciences.

Teaching language: Dutch

Content:
The intention of this course is to give the students an introductory but efficient matter consisting of terms, results and methods from functional analysis. This will be illustrated on some simplified practical applications coming from various engineering disciplines. The fundamental concepts of the operator and spectral theory will be explained and applied to diverse problems.

Teaching language: English

Content:
The course gives an overview of the principles and modern approaches in artificial intelligence. The focus is on intelligent agents, reasoning under uncertainty, and making rational decisions. It covers the following topics: knowledge representation, reasoning under uncertainty, Bayesian networks, Hidden Markov Models, belief propagation, deep learning, rational agents and rational decisions as well as visual intelligence.