Teaching
Programming R 22/23 Summer
Programming and data analysis advanced in R
- lectures, labs, projects - Anna Kozak
Exploratory Data Analysis 22/23 Summer
Introduction to exploratory data analysis for Mathematics and data analysis studies
- lectures, labs, projects - Anna Kozak
- labs - Hubert Ruczyński, Bartłomiej Sobieski
Data Visualization 22/23 Winter
Data Visualization Techniques for Data Science studies
- lectures, labs, projects - Anna Kozak
- labs, projects - Mateusz Krzyziński, Hubert Ruczyński, Mikołaj Spytek
Exploratory Data Analysis 21/22 Summer
Introduction to exploratory data analysis for Mathematics and data analysis studies
- lectures, labs, projects - Anna Kozak
- labs - Katatzyna Woźnica
Interpretable Machine Learning 21/22 Summer
Interpretable Machine Learning
- lectures, projects - Przemysław Biecek
Case Studies 21/22 Summer
Case Studies for Data Science studies
- lectures - Weronika Hryniewska
- ML-1 - labs, projects - Anna Kozak
- ML-2 - labs, projects - Bartłomiej Eljasiak
- XAI-tabular - labs, projects - Mustafa Cavus
- AutoML - labs, projects - Katarzyna Woźnica
- XIC - labs, projects - Hubert Baniecki
- TL - labs, projects - Paulina Tomaszewska
- Data - labs, projects - Weronika Hryniewska
- NLP - labs, projects - Stanisław Giziński
Data Visualization 21/22 Winter
Data Visualization Techniques for Data Science studies
- lectures, labs, projects - Anna Kozak
- labs, projects - Hubert Baniecki
Exploratory Data Analysis 20/21 Summer
Introduction to exploratory data analysis for Mathematics and data analysis studies
- lectures, labs, projects - Anna Kozak
- labs - Krzysztof Spaliński
Case Studies 20/21 Summer
Case Studies for Data Science studies
Interpretable Machine Learning 20/21 Summer
Interpretable Machine Learning for Data Science studies
- lectures, projects - Przemysław Biecek
Data Visualization 20/21 Winter
Data Visualization Techniques for Data Science studies
- lectures, labs - Alicja Gosiewska
- projects - Hubert Baniecki
Case Studies 19/20 Summer
Case Studies for Data Science studies
- lectures - Alicja Gosiewska
- Imputation - labs, projects - Katarzyna Woźnica
- Reproducibility of scientific papers - labs, projects - Alicja Gosiewska
- Interpretability - labs, projects - Katarzyna Kobylińska
Interpretable Machine Learning 19/20 Summer
Interpretable Machine Learning for Data Science studies
- lectures, projects - Przemysław Biecek
Data Visualization 19/20 Summer
Data Visualization for Data Science studies
- lectures, labs, projects - Michał Burdukiewicz