Intelligent Systems – VGTU

About this course

Knowledge is gained about intelligent systems based on artificial neural networks, evolutionary calculations or fuzzy logic, their composition and principles of operation. New concepts for the application of intelligent systems are analyzed, the choice of methods, efficiency measurements and comparative studies are critically evaluated. It is learned to independently create individual components of intelligent systems, to model intelligent systems or their parts with MATLAB software or in the Python environment, and to apply them to analyze and process sound, image and other signals of a technical nature.

Expected learning outcomes

The students will be introduced to the mathematical methods used in modern intelligent systems, the fundamental elements that constitute these models, and practical skills in selecting the most suitable solution for a given task. They will learn to justify the appropriateness of their chosen solution, discern its advantages, and formulate a technical task for implementing the solution.

Indicative Syllabus

Intelligent Systems

Teaching / Learning Methodology

TBA

Recommended Reading

TBA