Undergraduate Certificate in Prescriptive Analytics in Business Intelligence
-- ViewingNowUndergraduate Certificate in Prescriptive Analytics in Business Intelligence: This certificate course is designed to provide students with the essential skills required to tackle complex business problems using data-driven decision-making. The course focuses on the application of prescriptive analytics, a branch of advanced analytics that uses mathematical models and algorithms to prescribe the best course of action for a given situation.
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โข Introduction to Business Intelligence (BI): Understanding the role of BI in organizations, data-driven decision making, BI architecture and components.
โข Data Analysis and Visualization: Data preprocessing, data cleaning, data visualization techniques and tools.
โข Statistical Methods for BI: Descriptive and inferential statistics, probability distributions, hypothesis testing.
โข Predictive Analytics: Regression analysis, time series analysis, forecasting models.
โข Prescriptive Analytics: Optimization models, simulation, decision trees, goal programming.
โข Big Data Analytics: Big data sources, Hadoop ecosystem, NoSQL databases, data lake.
โข Data Security and Privacy: Data encryption, access control, data masking, compliance with data protection regulations.
โข BI Tools and Technologies: SQL, data warehousing, ETL, OLAP, data mining, report generation.
โข BI Project Management: Project planning, requirements gathering, testing, deployment, maintenance.
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