Lecture Script for "Foundations of AI and Data Science"
Courses
Summer term 2025
| Type | Title | Lecturer(s) | SWS |
|---|---|---|---|
| Seminar | Explainable AI -- A Comprehensive Seminar on Transparent and Ethical AI | G. Kasneci | 3 |
| Seminar | (SOT86052) Responsible Data Science for Safe and Socially Aligned AI (MSc und PhD) | G. Kasneci | 4 |
| Seminar | Paths to Artificial General Intelligence (IN2107) | F. Steinbauer | 2 |
| Seminar | (SOT86058) Natural Language Processing: Shortcuts and Biases in Artificial Intelligence | S. Yang | 4 |
| Seminar | (SOT86064) Aligning Large Language Models with Human Instructions, Preferences and Values | C. Yuan | 4 |
| Block Course | Introduction to Python |
A. Fastowski, F. Steinbauer |
3 |
Winter term 2024/25
| Type | Title | Lecturer(s) | SWS |
|---|---|---|---|
| Lecture | Foundations of AI and Data Science | G. Kasneci, F. Steinbauer | 6 |
| Seminar | Responsible Data Science for Safe and Socially Aligned AI | G. Kasneci | 4 |
| Seminar | Natural Language Processing: Shortcuts and Biases in Artificial Intelligence | S. Yang | 4 |
| Seminar | Aligning Large Language Models with Human Instructions, Preferences and Values | C. Yuan | 4 |
| Seminar | AI in the Metaverse (Project Week) | K. Krikis, A. Fastowski, B. Prenkaj, F. Steinbauer, S. Zaradoukas, J. Zhang | 4 |
Summer term 2024
Winter term 2023/24
| Type | Title | Lecturer(s) | SWS |
|---|---|---|---|
| Lecture | Foundations of AI and Data Science |
G. Kasneci, F. Steinbauer |
6 |
| Seminar | Exploring Unresolved Challenges of Large Language Models |
A. Fastowski, F. Steinbauer |
3 |
| Seminar | Responsible Data Science for Safe and Socially Aligned AI Applications | G. Kasneci | 4 |
| Seminar | Making Language Models Aligned with Human Intentions and Values | C. Yuan | 4 |
| Block Course | Introduction to Python |
V. Maquiling, A. Fastowski, F. Steinbauer |
3 |
Summer term 2023
| Type | Title | Lecturer(s) | SWS |
|---|---|---|---|
| Seminar | Responsible Data Science for Safe and Socially Aligned AI Applications | G. Kasneci | 3 |
| Seminar | Explainable AI - A Comprehensive Seminar on Transparent and Ethical AI | G. Kasneci | 3 |