AI4Science Training @ UFZ Leipzig

This slide deck accompanies the AI Competence Training for scientists at UFZ Leipzig: https://scads.github.io/ki-kompetenz-training-2025/intro.html

It outlines the topics:

• Introduction to Artificial Intelligence, AI systems, and language models

• Application areas and limitations of AI in text generation

• Prompt engineering

• Prompting with large context

• Knowledge distillation

• Embeddings and retrieval-augmented generation

• Data analysis

• Data and code generation

• Bias

• Privacy-compliant use

• Copyright

• EU AI Act