Undergraduate Certificate in Statistical Analysis for Data Analysts
-- ViewingNowThe Undergraduate Certificate in Statistical Analysis for Data Analysts is a crucial course for those interested in data analysis. With the increasing demand for data-driven decision-making in various industries, this certificate course provides learners with essential skills to analyze and interpret data using statistical methods.
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โข Introduction to Statistical Analysis
โข Descriptive Statistics: Measures of Central Tendency, Measures of Dispersion, and Measures of Shape
โข Probability Theory: Concepts, Rules, and Distributions
โข Inferential Statistics: Hypothesis Testing, Confidence Intervals, and Estimation
โข Regression Analysis: Simple Linear Regression, Multiple Linear Regression, and Model Evaluation
โข Analysis of Variance (ANOVA)
โข Non-parametric Tests: Mann-Whitney U Test, Wilcoxon Signed-Rank Test, and Kruskal-Wallis Test
โข Data Visualization: Statistical Graphs and Charts using Python or R
โข Data Preparation and Cleaning for Statistical Analysis
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