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Data Analytics Certificate

Program Purpose

Data Analytics is among today's fastest-growing professions.  This six course (18 credit) certificate is designed to provide students with well-rounded skills to perform data analysis with Excel and SQL.  Whether you are gathering data or analyzing it to make recommendations, you will benefit from the core analytics principles, including how to manipulate and query large data sets.

Program of Study

The Data Analytics Certificate consists of eighteen (18) undergraduate credits. Interested students must consult with an academic advisor and/or program chair to plan the appropriate course sequencing and selection. Courses may be completed within a baccalaureate program at 香港伦理.

Degree Requirements

Requirements List

Data Visualization

Python for Data Science

Database Foundations

Predictive Analytics and Data Mining

Ethics for Computer Science

Business Statistics

Note:  Students are held to all prerequisite requirements. Some students may require more than six courses to complete this certificate.

This information applies to students who enter this degree program during the 2026-2027 Academic Year. If you entered this degree program before the Fall 202 semester, please refer to the academic catalog for the year you began your degree program.