Global Certificate in Case Data Analysis
-- ViewingNowThe Global Certificate in Case Data Analysis is a comprehensive course designed to equip learners with essential skills in data analysis. This course is crucial in today's data-driven world, where businesses rely heavily on data to make informed decisions.
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โข Introduction to Case Data Analysis: Defining case data analysis, its importance, and applications
โข Data Collection Techniques: Surveys, interviews, observations, and secondary data sources
โข Data Cleaning and Preparation: Data validation, missing data, outliers, and data transformation
โข Descriptive Data Analysis: Summarizing and visualizing data using measures of central tendency, dispersion, and frequency distributions
โข Inferential Data Analysis: Hypothesis testing, confidence intervals, and statistical significance
โข Regression Analysis: Simple and multiple linear regression, model selection, and diagnostics
โข Predictive Modeling: Machine learning algorithms, model validation, and performance evaluation
โข Data Ethics and Privacy: Data protection principles, ethical guidelines, and legal considerations
โข Communicating Data Analysis Results: Data storytelling, data visualization, and reporting techniques
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