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GRADUATE AND EXECUTIVE CERTIFICATE PROGRAMS

Business Intelligence Graduate Certificate Program
Program Overview
Click on the Modules to view class descriptions.
- 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
- Revenue 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
- Balanced Scorecard
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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
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