ACE 407
spring 2026
All Classes
Business and Industry Data Analysis
Credit: 3 OR 4 hours.
Prepares students to find, analyze and explain data available through federal and state statistical agencies (e.g., U.S. Census Bureau, U.S. Bureau of Labor Statistics, Illinois Dept. of Employment Security). These data can help students answer business and policy-related questions about the employment, wage, and demographic trends within specific geographies. Active learning and regular exercises allow students to build data literacy, master basic analytical skills, and gain proficiency using Excel, PowerPoint, and several data visualization tools.
3 undergraduate hours. 4 graduate hours. Credit is not given toward graduation for: ACE 407 and ACE 499 MW or MWG. Prerequisite: ACE 161 or equivalent.

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