Applied Statistics for Decision Support in Data Science

Catalog description

In this intense summer application-oriented course, the goal is to bridge traditional statistical tools with the R language to prepare beginning graduate students for further study in data science. Managerial decision support involves the collection, analysis, and interpretation of data for understanding uncertainty and risk in decision-making; quite simply, decision support requires statistics! The "R" language plays a significant role facilitating the building of statistical and data science models and approaches to visualizing data and making predictions to support decisions, but absent a foundational knowledge in probability and statistics the impact of the tools and their use may not be fully realized. The course is project-based to provide direct application of probability and statistics to the extraction of knowledge from data. Prereq: Graduate student standing.