AI4SŠ@FIT BRNO 2025

For high school students interested in AI we are again organizing a Saturday workshop AI4SŠ@FIT BRNO. The target group is students who are interested in artificial intelligence and know the basics of programming.

The workshop will take participants through the topic of machine learning and large language models like ChatGTP. The program is designed to cover AI in both theoretical and practical terms:

• We will go through the topics of machine learning, classification and regression.

• We'll try our hand at building simple classifiers in Python capable of, for example, diagnosing diseases from lab results or detecting fraudulent payment transactions.

• We will focus on language models, how they work, how to train them, and how to retrain an existing language model for your own purpose.

• We will try to practically fine-tune a larger language model on our own data (LORA fine-tuning) and also use GPT models via the OpenAI API for bulk information extraction from Boolean text, including optimizing the definition of appropriate prompts.

• We will use the Python programming language in the Google Colaboratory environment.