Overview
Description
An introductory-level course in statistical learning and data mining. This course will cover a basic concept of data mining and techniques used in data mining. Students will learn the general concepts of computation statistics with public health application.
Requirements
Prerequisites
CHS 780CHS 753
Original catalog text
Prerequisites
CHS 780 and CHS 753
Units
Lecture3
Catalog Details
Offering
Offered: Every Spring
Terms
spring
Attributes
Standard
Learning Outcomes
- assess the strengths and shortcomings of various methods in data science, machine learning, and computational statistics.
- utilize appropriate data science and machine learning methods to solve problems in a given public health context.
- manage and analyze large and complex health data, with a particular emphasis on “Big data.”
- conduct statistical analysis using appropriate statistical methods and software.