Executive Development Programme in Data Analysis for Collective Bargaining
-- ViewingNowThe Executive Development Programme in Data Analysis for Collective Bargaining is a certificate course designed to equip learners with essential data analysis skills for effective collective bargaining. This programme is crucial in today's data-driven world, where making informed decisions based on data insights is paramount.
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โข Introduction to Data Analysis for Collective Bargaining: Fundamentals of data analysis, data-driven decision making, and collective bargaining process.
โข Data Collection Methods: Surveys, interviews, focus groups, and secondary data sources.
โข Data Cleaning and Preparation: Data validation, missing data handling, and data transformation.
โข Data Visualization: Chart types, data storytelling, and effective visual communication.
โข Descriptive Statistics: Measures of central tendency, dispersion, and correlation.
โข Inferential Statistics: Hypothesis testing, confidence intervals, and statistical significance.
โข Regression Analysis: Simple and multiple linear regression, model selection, and interpretation.
โข Predictive Modeling: Machine learning algorithms, model evaluation, and performance metrics.
โข Data Ethics and Privacy: Data governance, ethical considerations, and legal compliance.
โข Data Analysis in Collective Bargaining: Real-world case studies, best practices, and practical applications.
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