Baro, Rufo A.Lardizabal, Jhonalyn B.2026-08-132026-08-132020Baro, R. A., Lardizabal, J. B. (2020). Fundamentals of Analytics Modeling (ISBA 102). [Instructional Materials, Don Mariano Marcos Memorial State University - North La Union Campus, Sapilang, Bacnotan, La Union]. Lakasa ti Sirib, DMMMSU Institutional Repository.https://lakasa.dmmmsu.edu.ph/handle/123456789/2329Module 1 Decision Model -- Introduction to Business Analytics for Decision Makers -- What is a Decision Model? -- Decision Model for Business Analyst -- The Role of Decision Modeling in Business Decision Management -- Module 2 Machine Learning -- Predictive Analytics -- Data Pre-processing -- Supervised Learning vs. Unsupervised Learning -- Tools Data Mining -- Module 3 Risk Management -- Risk Identification -- Risk Analysis -- Risk Response Planning -- Risk Monitoring, Control, and Measurement -- Module 4 Ethics -- Ethical Issues in Learning Analytics -- Ethical Practices -- Rights of the Data Subject -- Data Disposition149 .: col., ill.en-USAnalytics ModelingPredictive ModelingBusiness AnalyticsQuantitative MethodsStatistical ModelingPrescriptive AnalyticsRegression AnalysisLinear ProgrammingOptimizationDecision AnalysisForecastingData-Driven Decision MakingBusiness Models and SimulationData MiningApplied Statistics)Mathematical modelsBusiness analyticsPredictive analyticsComputer simulationInstructional Material