QBA 7100 - Applied Data Analysis for Bus

Institution:

Pennsylvania Western University

Subject:

Quantitative Business Analysis

Description:

This course explores prediction of future outcomes using probabilities and trends, as well as relationship discoveries in data that are difficult to find with other forms of analysis in a problem and project driven course setup with various business-related managerial problems. Topics covered are data cleaning and preparation, cluster analysis, advanced regression models ie. multiple regression, autoregression, ARIMA models and predictive data mining techniques such as KNN, classification and regression trees, training and validation, ROC etc.

Credits:

3.00

Credit Hours:

Prerequisites:

MBA 6050

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.pennwest.edu/

Phone Number:

(724) 938-4000

Regional Accreditation:

Middle States Association of Colleges and Schools

Calendar System:

Semester

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