Descriptive Analytics: Module V - Probability Distributions and Data Modeling

Most business decisions involve some elements of uncertainty and randomness. In this Module, characterizing the nature of distributions of data and specifying uncertain assumptions in decision models relies on fundamental knowledge of probability concepts and probability distributions as we introduce numerical measures that provide an effective and efficient way of obtaining meaningful information from data. Before discussing these measures, however, we need to understand the differences between populations and samples.