Artificial intelligence refers to the part of computer science that deals with perception, thinking, communication and learning in intelligent systems. Intelligent systems are part of our society and are indispensable (e.g. smartphone, autonomous vehicles). The study profile focuses on the fundamental algorithms in the field of machine learning with application to the individual components of intelligent systems (e.g., language, visual perception, interaction).
Thematically, the area includes: fundamentals in artificial intelligence, search algorithms, machine learning, neural networks/deep learning, knowledge representation, components and applied intelligent systems: speech, language, dialog processing, machine translation, speech translation, vision, video, image processing, image/video interpretation, pattern recognition, perception, multimodal systems, human-computer interaction, interaction and interface design.