Junior Professorship for AI-Based Decision Support

The course deals with advanced data analysis topics that aid human decision-making, namely unsupervised learning, deep learning along with the special topics of text mining and anomaly detection. As in the previous lecture, the students will get access to online exercise that will strengthen their analytical and programming capabilities with regard to the topics mentioned above.

Syllabus:

(1) Introduction, (2) Artificial Neural Networks, (3) Deep Learning: CNN, LSTM (4) XAI (5) Unsupervised Learning (7) Anomaly Detection (8) Special Topics: ChatGPT & Co.

 The lecture is supported by DataCamp exercises and online readings/videos.

 E-learning for ST 2023: https://elearning.ovgu.de/course/view.php?id=14477