Course Material
- Introduction (09.04.24): Slides
- Python Refresher (16.04.24): Notebook, Solutions
- Tensors (23.04.24): Presentation, Notebook, Solutions
- Data Encoding (30.04.24): Presentation, Notebook, Solutions
- Word Embeddings (07.05.24): Presentation, Notebook, Solutions, Data
- Building Neural Modules (14.05.24): Presentation, Notebook, Solutions
- Gradient Descent (21.05.24): Presentation, Notebook, Solutions, Data
- Gradient Descent II (28.05.24): Notebook + Modules, Solutions
- Word Embeddings (11.06.24): Material
- LM Training (18.06.24): Notebook
- LM and POS Tagging (25.06.24): Material
- Transformers (02.07.24): Notebook
- Project Discussion (09.07.24)
Theoretical Homework
- Theoretical Homework Nr. 1 (Deadline: 16.05.24)
- Theoretical Homework Nr.2 (Deadline: 06.06.24)