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SMU
GRADUATE AND EXECUTIVE CERTIFICATE PROGRAMS
Business Intelligence Graduate Certificate Program
Program Overview
Click on the Modules to view class descriptions.
Module I: Decision Modeling and Analysis
Statistical Modeling I
Estimation
Confidence Intervals and their use
Hypothesis testing
Statistical Modeling III
Data visualization
Setting up models
Correlations and analysis of variance
Regression models
Forecasting models
Decision Modeling I
Decision Theory
Decision Trees
Bayesian Probability
Decision Modeling II
Linear Programming
Goal Programming
Queuing models and logistics modeling
Decision Modeling III
Process Analysis
Revenue Management
Module 2: Data and Knowledge Management
Data Management and DBMS
Creating and manipulating databases
Working with databases in Client-server environments
Integrating Databases with Spreadsheet Modeling
Data Warehousing/OLAP
Why data warehouses?
Working with data warehouses
OLAP systems
Knowledge Management
Benefits of knowledge management
Approaches to knowledge management
Tools for knowledge management
Module 3: Leveraging Organizational Knowledge
Data Mining I
Types of data mining models
Setting up data mining projects
Data preparation
Data Mining II
Clustering
Neural Networks
Decision Trees for classification
Data Mining III
Rule-based systems
Association Rules
Web data mining
Customer Relationship Management I
Overview of CRM/PRM systems
Customer Relationship Management II
Analyzing market segments
Business Intelligence Graduate Certificate Program
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