Certificate in Data Metrics & Regression Analysis
-- ViewingNowCertificate in Data Metrics & Regression Analysis: This course is crucial in today's data-driven world.
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โข Introduction to Data Metrics: Understanding data metrics, data measurement, and data analysis.
โข Descriptive Statistics: Measures of central tendency, variability, and dispersion.
โข Data Distribution: Normal distribution, skewness, and kurtosis.
โข Data Visualization: Charts, graphs, and data representation.
โข Regression Analysis: Simple and multiple linear regression, regression assumptions, and diagnostics.
โข Correlation Analysis: Measuring the strength and direction of relationships between variables.
โข Predictive Modeling: Building and evaluating predictive models, model validation, and overfitting.
โข Regression Models with Non-linear Relationships: Transformations, interaction terms, and polynomial regression.
โข Regression Model Selection: Model selection criteria, best subsets regression, and stepwise regression.
โข Advanced Topics in Regression Analysis: Regularization, shrinkage, and ridge regression.
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