Executive Development Programme in Survey Data Interpretation for Business
-- ViewingNowThe Executive Development Programme in Survey Data Interpretation for Business is a crucial certificate course designed to meet the increasing industry demand for professionals who can effectively interpret and apply survey data in strategic business decision-making. This programme equips learners with essential skills in survey design, data collection, and advanced data analysis techniques using industry-standard tools like SPSS, SAS, and R.
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โข Introduction to Survey Data Interpretation: Understanding the basics of survey data, data collection methods, and data types.
โข Data Cleaning and Pre-processing: Techniques for data cleaning, handling missing values, outliers, and data transformation.
โข Descriptive Statistics: Measures of central tendency, dispersion, and association for survey data analysis.
โข Inferential Statistics: Hypothesis testing, confidence intervals, and statistical significance in survey data analysis.
โข Data Visualization: Creating effective charts, graphs, and tables to communicate survey data insights.
โข Regression Analysis: Understanding the relationship between variables, linear and logistic regression models.
โข Multivariate Analysis: Factor analysis, cluster analysis, and discriminant analysis.
โข Survey Design and Sampling: Best practices for designing surveys and selecting representative samples.
โข Advanced Topics in Survey Data Interpretation: Text analysis, machine learning, and big data analysis for survey data.
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