MSBA6411
MSBA 6411 - Exploratory Data Analytics (3 Cr.)
CSOM MS Business Analytics (11293)
TCSM - Curtis L. Carlson School of Management
MSBA 6411 - Exploratory Data Analytics (3 Cr.)
Course description
This course introduces the fundamentals of exploratory business analytics. Students will learn to detect relationships and patterns in both structured and unstructured data via a variety of exploratory techniques such as data visualization, clustering, dimensionality reduction, topic modeling, anomaly detection, deep neural networks, and generative AI. The course integrates theoretical discussion and hands-on practice using Python, with an emphasis on real-world problem solving and effective technical/managerial communication.
prereq: MSBA 6121, MSBA 6311, or instructor consent
prereq: MSBA 6121, MSBA 6311, or instructor consent
Minimum credits
3
Maximum credits
3
Is this course repeatable?
No
Grading basis
A-F - A-F Grade Basis
Lecture
Requirements
004200
Fulfills the writing intensive requirement?
No
Typically offered term(s)
Every Spring