Artificial intelligence (AI) has become an integral part of numerous industries, revolutionizing the way we perceive and interact with technology. As AI continues to evolve, the demand for skilled professionals who can design, develop, and implement AI systems across diverse domains is increasing rapidly. Recognizing the importance of AI in today's world, the Institute for Computer Science at the University of Bayreuth offers the certificate program "Artificial Intelligence" to provide students with a formal proof of qualification in this dynamic and evolving field.
The program encompasses a range of courses that delve into the foundations of artificial intelligence, including deep
learning, reinforcement learning, computer vision, and robotics. These courses equip students with a broad
understanding of AI algorithms, techniques, and applications. Practical hands-on experiences are integrated through
projects and seminars allowing students to apply their theoretical knowledge in real-world scenarios.
This text was generated with the help of ChatGPT of GPT-3.5 series [Chatbot model]. OpenAI. (2021). Retrieved from https://openai.com.
Contact
Nico Höllerich (M.Sc.)
E-Mail: nico.hoellerich [@] uni-bayreuth.de
Office: 1.26 (1. OG)
Building: Angewandte Informatik
Courses
| Identifier | ECTS | |
|---|---|---|
| Section A – Foundations | ||
| INF 117 | Knowledge-based Systems | 5 |
| INF 218 | Programming, Data Analysis and Deep Learning in Python | 5 |
| INF 221 | Reinforcement Learning for Scientists & Engineers | 5 |
| INF 307 | Data Analytics | 8 |
| INF 316 | Pattern Recognition | 5 |
| INF 223 | Graph Processing and Machine Learning (GPML) | 5 |
| INF 331 | Deep Learning | 5 |
| Section B – Applications | ||
| INF 208 | Computer Vision | 5 |
| INF 219 | Intelligent User Interfaces | 5 |
| INF 220 | Information Visualization | 5 |
| INF 315 | Robotics II | 5 |
| INF 332 | Applied AI for biomedical and biophotonic data | 5 |
| Section P – Projects, Seminars, Thesis (*) | ||
| INF 101 | Bachelor thesis | 15 |
| INF 301 | Master thesis | 30 |
| INF 302 | Master seminar | 5 |
| INF 303 | Master practical course | 8 |
| INF 351 | Small Master project | 8 |
| INF 352 | Large Master project | 15 |
(*) These courses are only creditable if concrete topics are in line with the certificate qualification goals. This must be confirmed by the course
instructor in coordination with the certificate coordinator.