Teaching

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

  • lectures - Katarzyna Woźnica
  • XAI1 - labs, projects - Anna Kozak
  • XAI2 - labs, projects - Szymon Maksymiuk
  • DL1 - labs, projects - Weronika Hryniewska
  • DL2 - labs, projects - Paulina Tomaszewska
  • ML - labs, projects - Hubert Baniecki
  • RashomonML - labs, projects - Katarzyna Woźnica

Interpretable Machine Learning 20/21 Summer

Interpretable Machine Learning for Data Science studies

XAI stories 2

  • 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

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