Dr. Cristian Axenie

Allgemeine Informationen rund um die Kurse von Dr. C. Axenie

Objective
At the end of the module students will be able to apply modern methods of artificial intelligence in general and to analyse specifically applications in the area of big data analytics and real-time control for technical systems.
Content
Introduction to theory and application of neuronal (deep) networks, fuzzy control techniques, support-vector machines, evolutionary and genetic algorithms for optimization, reinforcement learning, distributed agent-based learning and on-line streaming machine learning. For the practical part, the focus will be on designing intelligent software modules for big data analytics, sensory information processing and real-time control of engineered systems.