Teaching & Training

Current Academic Year (2016/2017)

Faculty of Mathematics and Information Science, Warsaw University of Technology

PDRPy
Przetwarzanie danych w językach R i Python
(Data Processing in R and Python)
1st year M.Sc. studies in Computer Science (Summer)
PADPy
Przetwarzanie i analiza danych w języku Python
(Python for Data Processing and Analysis)
1st/2nd year M.Sc. studies in Mathematics (Winter)
PADR
Programowanie i analiza danych w R
(Programming and Data Analysis in R)
1st/2nd year M.Sc. studies in Mathematics (Winter)
DataScience
Data Science – Students' Association @ Warsaw University of Technology

Data Science Retreat, Berlin

My Teaching Interests

  • Python, R, and C++ for Data Science
  • Data Aggregation and Fusion
  • Machine Learning and Data Analysis from an Algorithmic Perspective
  • Mathematical and Computational Statistics
  • Algorithms and Data Structures
  • Mathematical Foundations of Computer Science

Past Years (Selection)

Faculty of Mathematics and Information Science, Warsaw University of Technology

Przetwarzanie danych w językach R i Python
(Data Processing in R and Python)
1st year M.Sc. studies in Computer Science (Summer)
2016/2017S (1*2 lect)
Przetwarzanie i analiza danych w języku Python
(Python for Data Processing and Analysis)
1st/2nd year M.Sc. studies in Mathematics
2015/2016W (1*2 lect, 1*2 lab),
2016/2017W (1*2 lect, 1*2 lab)
Programowanie i analiza danych w R
(Programming and Dana Analysis in R)
1st/2nd year M.Sc. studies in Mathematics
2012/2013W (1*2 lect, 1*2 lab),
2013/2014W (1*2 lect, 1*2 lab),
2014/2015W (1*2 lect),
2015/2016W (1*2 lect),
2016/2017W (1*2 lect, 1*2 lab)
Programowanie w R dla zaawansowanych
(Advanced R Programming)
1st/2nd year M.Sc. studies in Mathematics
2013/2014S (1*2 lect, 1*2 lab)
Algorytmy i podstawy programowania
(Algorithms and Introduction to Programming in C++)
1nd year B.Sc. studies in Mathematics
2010/2011W (1*1 lect, 4*1 ex, 2*2 lab),
2011/2012W (1*1 lect, 2*1 ex, 1*2 lab),
2012/2013W (1*1 lect, 2*1 ex, 2*2 lab),
2013/2014W (1*1 lect, 2*1 ex, 2*2 lab),
2014/2015W (1*1 lect, 2*1 ex, 2*2 lab),
2015/2016W (1*1 lect, 2*1 ex)
Statystyka matematyczna I
(Mathematical Statistics I)
3rd year B.Sc. studies in Mathematics
2008/2009S (2*1 lab),
2009/2010S (2*1 lab),
2010/2011S (2*1 lab),
2011/2012S (3*1 lab)
Computer Statistics
3rd year B.Sc. studies in Computer Science
2008/2009W (2*2 lab),
2009/2010W (2*2 lab),
2010/2011W (2*2 lab),
2011/2012W (2*2 lab),
2012/2013W (1*2 lab)
Algorytmy i struktury danych II
(Algorithms and Data Structures)
2nd year B.Sc. studies in Computer Science
2007/2008S (2*2 lab) [ST],
2008/2009S (2*2 lab),
2009/2010S (1*2 lab),
2010/2011S (1*2 lab)
Programowanie obiektowe (C++)
(Object-Oriented Programming)
1rd year B.Sc. studies in Mathematics,
1rd year B.Sc. studies in Computer Science
2006/2007S (1*2 lab) [ST],
2007/2008S (1*2 lab) [ST],
2008/2009S (2*2 lab),
2009/2010S (3*2 lab),
2010/2011S (1*2 lab)
Programowanie w językach zorientowanych maszynowo
(x86/x86_64 Assembler)
3rd year B.Sc. studies in Computer Science
2009/2010S (1*1 lab),
2010/2011S (1*1 lab)

Data Science Retreat, Berlin

NumPy and Pandas
Advanced Python Programming
Introduction to R
String and File Processing in R and Python
Web Scraping
Advanced R Programming
Rcpp, C++, Cython, OpenMP
Speeding up R and Python
2014 (Batch 01),
2014 (Batch 02),
2015 (Batch 03),
2015 (Batch 04),
2015 (Batch 05),
2016 (Batch 06),
2016 (Batch 07),
2016 (Batch 08),
2017 (Batch 09)
Advanced R Programming
Rcpp
Writing R packages
Data Science Retreat – GfK training
2015

International PhD Studies Program, Institute of Computer Science, Polish Academy of Sciences

Advanced Data Analysis Software Development with R
E-learning
2014/2015W,
2014/2015S,
2015/2016W

Faculty of Computer Science, Warsaw School of Information Technology

Rachunek prawdopodobieństwa i statystyka
(Probability and Statistics)
2nd year B.Sc. studies in Computer Science
2008/2009W (2*2 ex),
2009/2010W (2*2 ex),
2010/2011W (2*2 ex)
Statystyczne metody wspomagania decyzji
(Statistical Decision Support Systems)
2nd year B.Sc. studies in Computer Science
2008/2009S (2*2 lab),
2009/2010S (2*2 lab),
2010/2011S (2*2 lab)

Other Short Courses

Introduction to R
Data analysis with R
Analityka Biznesowa – Studia Podyplomowe, Politechnika Warszawska
2014
Introduction to R for scientists
IRAFM, Ostrava, Czech Republic
2015

Additional Resources

Academic Activities

Awards

  • Warsaw University of Technology Rector's Award of the third degree for teaching achievements, 2015

My Textbooks

Tutorials