Lecturer (Teaching Intern) - University of Warsaw
Undergraduate course, University of Warsaw, Faculty of Philosophy, 2025
Delivered lectures for first-cycle studies during the summer semesters (2021/22–2024/25) as part of the Cognitive Science program, coordinated by the Faculty of Philosophy, University of Warsaw.
Introduction to Deep Learning for Natural Language Processing
- Undergraduate course introducing neural networks and their application to NLP. Covers core models (MLPs, CNNs, RNNs including LSTM and GRU, Transformer), evaluation metrics, and vector space representations. Includes hands-on training using Python, TensorFlow, and Keras for tasks such as text classification and sentiment analysis.
- Course designed and taught during the summer semesters of academic years 2021/22 to 2024/25.