Hard Skills
ExpertStatistical ModelingThe process of applying statistical models to data to discover patterns and predict future trends based on mathematical frameworks.
AdvancedProbability TheoryThe mathematical study of uncertainty and the likelihood of occurrences within a defined set of variables.
ExpertStochastic ProcessesThe analysis of collections of random variables representing the evolution of some system of values over time.
IntermediateR ProgrammingA programming language specifically designed for statistical computing, data analysis, and graphical representation.
AdvancedSampling TechniquesThe methodology used to select a subset of individuals from a statistical population to estimate characteristics of the whole.
ExpertBayesian InferenceA method of statistical inference in which Bayes' theorem is used to update the probability for a hypothesis as more evidence becomes available.
IntermediateData VisualizationThe graphical representation of information and data to provide an accessible way to see and understand trends and outliers.