Hard Skills
AdvancedStatistical ModelingThe use of mathematical models and statistical assumptions to generate sample data and make predictions about real-world events.
ExpertProbability TheoryThe branch of mathematics concerned with numerical descriptions of how likely an event is to occur or how likely it is that a proposition is true.
AdvancedExperimental DesignThe process of planning a study to meet specified objectives, ensuring the data collected can be analyzed to reach valid and objective conclusions.
IntermediateProficiency in R or PythonThe ability to write code in statistical programming languages to clean, manipulate, and analyze complex datasets.
IntermediateHypothesis TestingAn act in statistics whereby an analyst tests an assumption regarding a population parameter.
IntermediateData VisualizationThe graphical representation of information and data using visual elements like charts, graphs, and maps.