Introduction to Statistical Learning


Location: FB Wirtschaftswissenschaft, Garystr. 21, 14195 Berlin HS 103
Event language:  English
Questions about statistically sound planning and the subsequent analysis of experiments often arise during work on a doctoral research topic. To provide fundamental statistical knowledge, HNE Eberswalde cooperates with the Statistical Consulting Unit (fu:stat) of the Freie Universität Berlin. fu:stat offers a wide range of courses on the fundamentals of statistics as well as on software applications such as R, SPSS, and Python. All courses take place at the fu:stat premises in Dahlem.

On March 16, the course Introduction to Statistical Learning will take place. It provides an introduction to the following topics:

  • Visualization
  • Clustering (SOM and k-means extensions)
  • Classification (Decision trees, Boosted trees and Random forest)
  • Regression (Ridge regression, Lasso regression and Elastic Net)

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