In this data-driven world, companies are often interested in knowing what is the “best” course of … Optimization for Decision MakingRead more
Topic: Probability and Statistics
Bayesian Statistics
This course describes Bayesian statistics, in which one’s inferences about parameters or hypotheses are updated as … Bayesian StatisticsRead more
Response Surfaces, Mixtures, and Model Building
Factorial experiments are often used in factor screening.; that is, identify the subset of factors in … Response Surfaces, Mixtures, and Model BuildingRead more
Algebra and Differential Calculus for Data Science
Are you interested in Data Science but lack the math background for it? Has math always … Algebra and Differential Calculus for Data ScienceRead more
Bayesian Statistics: From Concept to Data Analysis
This course introduces the Bayesian approach to statistics, starting with the concept of probability and moving … Bayesian Statistics: From Concept to Data AnalysisRead more