The overarching goal of the Graduate Certificate Program in Business Analytics is to provide students with a strong foundation in analytical methods, techniques, and tools and train them to apply their analytical skills in making informed data-driven decisions.
Students learn skills to acquire and manage real business data from various sources and prepare and visualize the data into compelling charts and dashboards to communicate patterns, trends, and findings.
The program emphasizes the application of advanced analytical modeling to analyze massive structured and/or unstructured data and create business insights.
MBA 6003
This course introduces the essential data analytics skills, techniques and tools in preparing, managing, analyzing and interpreting data to support strategic decision making in organizations. The course takes students from basic skills such as data extraction from popular data sources (web, cloud and light-weight data sources), spreadsheet analysis and data modeling, ETL (extracting, transforming and loading), to more advanced forms of analytics such as pivoting, data visualization, database methodologies, data mining/machine learning, big data and cloud-based solutions.
Credits: 3 hours
Targeted Students: Working Professionals
Language Taught: All English
Structure: Cohort. 30 per cohort (up to 40)
Regular Course Instruction: online class on Saturday
Duration: Each class meeting time 3 hours for 5 weeks
Data Analytics For Managerial Decision Making
CIS 6300
Business Data Management
This course teaches Business Data Management, including relational database design, management, administration, implementation, data security, and data migration.
It covers Big Data and NoSQL databases, and students may use tools such as Microsoft SQL Server, MongoDB, and business intelligence/development tools.
Credits: 3 hours
Targeted Students: Working Professionals
Language Taught: All English
Structure: Cohort. 30 per cohort (up to 40)
Regular Course Instruction: online class on Saturday
Duration: Each class meeting time 3 hours for 5 weeks
CIS 6500
Visual Analytics
This course introduces data visualization, exploratory data analysis, and visualization theories.
Students will learn visualization techniques to analyze real-time and/or off-line data, create high-impact visualizations, and build interactive dashboards to uncover critical business insights.
Students will also learn to design data stories with effective visuals to communicate analytics findings to the intended audiences.
Credits: 3 hours
Targeted Students: Working Professionals
Language Taught: All English
Structure: Cohort. 30 per cohort (up to 40)
Regular Course Instruction: online class on Saturday
Duration: Each class meeting time 3 hours for 5 weeks
MBA 6014
Advanced Analytics for Managerial Decision Making
This course provides students with the skills to conduct machine learning and data mining techniques to make practical business predictions and other data-driven decisions. Analytical techniques popular in the industry are studied, including data preparation, classification, prediction, clustering, regression, association, cross validation, performance evaluation, anomaly detection and others.
Credits: 3 hours
Targeted Students: Working Professionals
Language Taught: All English
Structure: Cohort. 30 per cohort (up to 40)
Regular Course Instruction: online class on Saturday
Duration: Each class meeting time 3 hours for 5 weeks
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