Undergraduate Certificate in Data Collection and Analysis with SPSS
-- ViewingNowThe Undergraduate Certificate in Data Collection and Analysis with SPSS is a comprehensive course designed to equip learners with critical skills in data analysis. This program is crucial in today's data-driven world, where the ability to collect, analyze, and interpret data is highly sought after.
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โข Introduction to Data Collection and Analysis: definitions, types of data, data sources, data life cycle
โข Statistical Concepts: variables, measures of central tendency, dispersion, correlation, regression
โข Data Collection Methods: surveys, experiments, observational studies, interviews, focus groups
โข Data Cleaning and Preparation: handling missing data, outliers, data transformation, data recoding
โข Descriptive and Inferential Statistics: frequency distributions, cross-tabulations, hypothesis testing
โข SPSS Basics: data entry, data management, syntax commands
โข SPSS Data Analysis: statistical tests, graphs, charts, tables
โข SPSS Predictive Analytics: regression analysis, factor analysis, discriminant analysis
โข Data Visualization: creating visualizations, interpreting results, communication of results
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