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GVSU COVID-19 Update:

For the health and safety of the Grand Valley community, remote academic instruction will continue through June 17. The Admissions office is available to answer calls Mon.-Fri. from 8 a.m. to 5 p.m. at (616) 331-2025 or (800) 748-0246 or email admissions@gvsu.eduAdditional instructions and updates at

2019-2020 Undergraduate & Graduate Catalog

CIS 331 - Data Analysis Tools and Techniques

This course will introduce the student to key technologies used for collecting, cleaning, manipulating, storing, analyzing, visualizing, and extracting useful information from large and diverse data sets. Upon completion of this course, students will be better prepared to assist organizations in facing the challenges of large scale data analytics. Part of the Information, Innovation, or Technology Issue. (3-0-0) Offered fall semester. Prerequisites: STA 215 and junior standing.

Credits: 3

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