Math, Statistics and R Programming Bootcamp

Catalog description

This course covers material that is required as prerequisite knowledge for many of the advanced courses offered by ASH in their APSTA sequence. Concepts covered include the following: advanced algebra, pre-calculus, basic matrix algebra, and basics in calculus (derivatives and integrals); probability of events, simple probability rules, common probability distributions, expectations; exploratory statistics, correlations, law of large numbers, t-tests, and regression; basic coding in R, RMarkdown conventions, loops, functions, and simple statistical operations.