Isenberg School of Management 697AS - ST-Advanced Business Analytics
Spring
2019
02
3.00
Ying Liu
TU TH 10:00AM 11:15AM
UMass Amherst
21144
School of Management N125
yliu@isenberg.umass.edu
This course covers topics in Advanced Business Analytics, including managerial data mining, text mining, and decision trees, and more advanced data retrieval and manipulation. Models from statistics AI (e.g., regression, clustering, neural nets, classification, association rule modeling, etc.) will be applied to real data sets. In this managerially focused course, students will learn about when and how to use techniques and how to interpret output. Students will also learn how to extract and manipulate data using various software and programming languages. Experiential exercises with data mining, text mining, and statistical analysis will be assigned using technologies such as XLMiner, Tableau, SAP Predictive Analysis and SPSS.
Open to MSB&A students in the Isenberg School of Management. SCH-MGMT 602