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  • LSU

    • DEPARTMENT OF ISDS MS PROGRAM CURRICULUM
    Summer
    ISDS 7510 Database Management (3)
    • Data mining overview: CRISP-DM
    • Relational databases and data warehouses
    • Real-time data warehouse
    • Data access and management
    • Data cleaning and quality
    • Data querying and reporting
    • Dimensions and cubes
    • Data visualization
    • Geospatial data analytics
    • Presentation skills
    ISDS 7024 Advanced Statistical Analysis for Research I (3)
    • Exploratory data analysis and data visualization
    • Simple and multiple linear regression with diagnostics
    • ANOVA
    • Analysis of tables
    • Statistical programming and software solutions
    • Problem solving
    • Technical writing
    • Presentation skills
    Fall
    ISDS 7070 Seminar in Advanced Business Problems (3)
    • Financial analytics
    • Healthcare analytics
    • Marketing analytics (CRM)
    ISDS 7501 Information Systems (3)
    • Data security, privacy and legal issues
    • Data access, communication and networks
    • Analysis and design issues, requirement analysis
    ISDS 7511 Advanced Database Management (3)
    • Advanced dimensions and cubes, MDX
    • Dashboards, KPI and reporting
    • Business analytics and knowledges Management
    ISDS 4141 Introduction to Data Mining (3)
    • Logistic regression, decision tree and other classification models
    • Cluster analysis and market segmentation
    • Association analysis and market basket analysis
    ISDS 8900 Research (3)
    • Project management
    • Consulting skills
    • Teamwork and conflict resolution
    • Leadership
    • Collaborative computing
    • Communication
    • Technical writing
    • Presentation skills
    Spring
    ISDS 7990 Project (3)
    • Formulating a problem
    • Scoping a project
    • Producing a project plan
    • Select, integrate, construct and clean data
    • Data requirements
    • Consulting skills
    • Presenting and defending an approach
    • Evaluating Results
    • Putting Analytics to work
    • Communication and teamwork skills
    • Providing solutions
    • Documentation
    • Final report
    • Technical writing skills
    • Presenting to client
    • Deploy, monitor and maintain plan
    • Reviewing project
    ISDS 7106 Multiple Criteria Decision Making
    • Scorecards
    • Bayesian decision models (with application to classification)
    • Optimization
    ISDS 7900 Contemporary Issues in Statistics and Management (3)
    • Supply chain analytics
    • Web analytics
    • GIS and geospatial analytics
    • Real-time business analytics
    ISDS 7070 Seminar in Advanced Business Problems (3)
    • Risk analytics (business process risk and cyber risk)
    • Statistical methods for process improvement
    • Fraud detection
    • Text mining
    • Data visualization
    ISDS 7025 Advanced Statistical Analysis for Research II (3)
    • Forecasting
    • Time series
    • Design of experiments
    • Advanced data mining and modeling
    • Survival analysis