Fundamentals of Analytics and Discovery Informatics (Cr. 3)
This course provides an overview of modern data analytics techniques within the fields of statistics, machine learning, and information theory. Basic methods include decision trees, covering algorithms, association mining, statistical modeling, linear models, and instance-based learning . Students evaluate select case studies of data analytics research projects underway or conducted at Rutgers University, and ultimately complete a class project relevant to the data analytics field.