This class is geared towards first year students in the master's program Data Science and part of the Individual Module (Fundamentals of Data Science). The basic concepts of multivariate statistical methods for data scientists we will be introduced.
Content:
- Probability models
- Random variables and univariate probability distributions
- Joint distributions
- Visualization in R
- Principal component analysis (PCA)
- Multidimensional scaling
- Cluster analysis
Time and Location: Every Tuesday, 12:15 - 13:45 a.m. in Room AU117 in the main buildung of LMU
- Trainer/in: Roman Hornung