Undergraduate Certificate in Business Intelligence: Statistical Analysis
-- ViewingNowThe Undergraduate Certificate in Business Intelligence: Statistical Analysis is a comprehensive course that equips learners with essential skills in statistical analysis and data interpretation. This certificate program is vital for professionals seeking to advance their careers in business intelligence, data analysis, and related fields.
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โข Introduction to Business Intelligence: Understanding the role of BI in organizations, data-driven decision making, and BI architecture.
โข Data Analysis Techniques: Data collection methods, data cleaning, and data preparation for statistical analysis.
โข Descriptive Statistics: Measures of central tendency, dispersion, and statistical distributions.
โข Inferential Statistics: Hypothesis testing, confidence intervals, and statistical significance.
โข Regression Analysis: Simple and multiple linear regression, model selection, and diagnostics.
โข Data Mining: Overview of data mining techniques, association rules, and predictive modeling.
โข Data Visualization: Data visualization best practices, creating effective charts and graphs, and data storytelling.
โข Business Intelligence Tools: Hands-on experience with popular BI tools such as Power BI, Tableau, or QlikView.
โข Statistical Programming: Learning programming languages such as R or Python for data analysis and visualization.
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