Real Estate Market TrendsExplores the evolution of real estate prices, hedonic models, and the UBS Swiss Real Estate Bubble Index.
Central Tendency and DispersionExplores replicates, visualization methods, central tendency measures, outliers, dispersion, averages, residuals, and unbiased estimators.
Advanced Probability: SummaryCovers random variables, sample spaces, probability distributions, functions, expected value, variance, and estimations.
Linear Algebra in Data ScienceExplores the application of linear algebra in data science, covering variance reduction, model distribution theory, and maximum likelihood estimates.