Monday, Oct. 6th, 2025
- 12:00-13:00: Registration. Finger food is offered as lunch.
- 13:00-14:00: Introduction round of lecturers and participants.
- 14:00-15:00: Setting up computers and introduction to Jupyter notebooks.
- 15:00-18:00: Introduction to machine learning techniques: General workflow and training a regression model with scikit-learn.
Tuesday, Oct. 7th, 2025
- 09:00-12:00: Data wrangling (organizing folders, data frames, caching, lazy loading, big data)
- 12:00-13:00: Introduction to machine learning techniques: classification
- 13:00-14:00: Lunch break
- 14:00-16:00: Introduction to machine learning techniques: clustering and dimensionality reduction
- 19:00-22:00: AI School dinner
Wednesday, Oct. 8th, 2025
- 09:00-11:00: Deep learning (neural networks theory, training, quality assurance)
- 11:00-13:00: Data Visualization
- 13:00-14:00: Lunch
- 15:00-17:00: Guided city tour
Thursday, October 9th, 2025
- 09:00-11:00: Language models (using LLMs for synthetic data generation, using LLMs for programming - Tools Overview and Promt-Engineering4Code)
- 11:00-13:00: Breakout session on specialized topics
- 13:00-14:00: lunch break
- 14:00-18:00: Breakout session on specialized topics
- 19:00-22:00: Visit of the Festival of Lights in Leipzig, an event to remind the peaceful revolution in Leipzig in 1989.
The last part of the AI school will be on specialized topics. You must select one of the courses during registration.