Course Description
Introduces students to advanced data operations and analytics with the R programming language. Major concepts include advanced transformation operations, programming operations, such as functions and loops, model construction, and evaluation.
Athena Title
R Prog Bus Analytics II
Non-Traditional Format
This course will be taught 95% or more online.
Pre or Corequisite
BUSN 3040E
Grading System
S/U (Satisfactory/Unsatisfactory)
Course Objectives
Learning Outcomes • Working with advanced data types • R programming • Basic model building
Topical Outline
Data Wrangling with specific data types • Relational data • Regular expressions (string data) • Factors (categorical data) • Date-time data Programming • Pipes (%>%) • Writing functions • Data structures • Writing loops Modeling • Families of models • Model evaluation
Syllabus