This term fu:stat offers the course “Introduction to Statistical Learning”. This course can stand alone and might be seen as a complement to traditional statistical courses. "Introduction to Statistical Learning" will give a introduction into the following topics: Visualization Clustering (SOM and k-means extensions) Classification (Decision trees, Boosted trees and Random ...
Instructor
Felix Skarke
Student Profile
Students and employees of all universities
Participation Fee
60 € for students (incl. PhD),
120 € for employees,
members of Potsdam Graduate School please register through the PoGS website
Registration
→ Register online General information about our course offers (questions about the group of participants, registration or cancelation, about payment, organsation, certificates of participation etc.) you can find here .
Introduction to creating meaningful graphics in R. Participants learn how to visualize data using the powerful ggplot2-package instead of base graphics. After learning the ggplot2 syntax this includes univariate and multivariate graphs as well as maps.
Instructor
Lisa Hanzl/ Emma Vinson
Student Profile
Students, PhD candidates and academic staff from all universities.
Participation Fee
60 € for students (incl. PhD),
120 € for employees,
members of Potsdam Graduate School please register through the PoGS website
Registration
→ Register online General information about our course offers (questions about the group of participants, registration or cancelation, about payment, organsation, certificates of participation etc.) you can find here .
Time
Wednesday, August 14th, 2023, 9:00 a.m. to 5:00 p.m.
Introduction to the Python environment, basic commands and data structures, data management and statistical programming (numpy, scipy, pandas), descriptive statistics, inference statistics (tests and linear regression), graphics, and applied exercises.
Instructor
Lukas Fink/ Marc Schalberger
Student Profile
Students, PhD candidates and academic staff from all universities.
Participation Fee
100 € for students (incl. PhD),
200 € for employees,
for members of Potsdam Graduate School (50 € PhD-students, 75 € Postdocs)
Registration
→ Register online General information about our course offers (questions about the group of participants, registration or cancelation, about payment, organsation, certificates of participation etc.) you can find here .
Time
Thursday, August 15th, 2024, 9:00 a.m. to 5:00 p.m. Friday, August 16th, 2024, 9:00 a.m. to 5:00 p.m.
