| L0: Introduction to AI |
 References |
|
|
Behind the scenes: Use of AI systems to support the development module 0 |
|
|
Test your acquired knowledge |
|
|
| L1: Digitization |
Test your acquired knowledge |
|
|
| L2: Algorithms |
Test your acquired knowledge |
|
|
Behind the scenes: Use of AI to support the development module 02 |
|
|
Literature references module 02 |
|
|
| L3: What is AI? What are AI systems? |
Test your acquired knowledge |
|
|
Behind the scenes: Using AI to support development module 03 |
|
|
Literature references module 03 |
|
|
| L4: Data |
Test your acquired knowledge |
|
|
Behind the scenes: Using AI systems to support development of module 04 |
|
|
Literature references module 04 |
|
|
| L5: Machine learning - Supervised learning |
Test your acquired knowledge |
|
|
Behind the scenes: Using AI to support the development module 05 |
|
|
Literature references |
|
|
| L6: Machine learning - unsupervised learning and reinforcement learning |
Test your acquired knowledge |
|
|
| L7: Artificial Neural Networks and Deep Learning |
Test your acquired knowledge |
|
|
Literature references |
|
|
Behind the scenes: Using AI to support development module 07 |
|
|
| L8: Large Language Models |
Test your acquired knowledge |
|
|
| L9: Generative AI |
Test your acquired knowledge |
|
|
Recommended Literature for Module 09 |
|
|
Literature references |
|
|
| L10: AI agents |
Test your acquired knowledge |
|
|
Literature References |
|
|
Behind the scenes: Using AI to support the Development Module 10 |
|
|
| L11: AI Systems in the Research Workflow |
Literature recommendations for module 11 |
|
|
Stay up to date! |
|
|
Literature references |
|
|
Behind the scenes: Using AI to support the Development Module 11 |
|