Data Analytics Foundations

Catalog description

This course provides an overview of modern data analytics techniques including foundations of the three types of analytics: descriptive, prescriptive, and predictive analytics. These techniques have grown from the fields of statistics, machine learning, and information theory. Decision trees, covering algorithms, association mining, statistical modeling, linear models, and instance-based learning are some of the basic methods covered in this course.