Global Certificate in Statistical Analysis Methods for Business: Impactful Strategies
-- ViewingNowThe Global Certificate in Statistical Analysis Methods for Business is a comprehensive course that empowers learners with critical statistical analysis skills essential in today's data-driven business world. This certificate course is designed to meet the growing industry demand for professionals who can leverage statistical methods to make informed, impactful decisions.
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โข Foundations of Statistical Analysis: Understanding statistical concepts, data collection methods, and data types
โข Descriptive Statistics: Measures of central tendency, dispersion, and distribution
โข Inferential Statistics: Hypothesis testing, confidence intervals, and p-values
โข Probability Distributions: Normal, t, chi-square, and F distributions
โข Regression Analysis: Simple and multiple linear regression, model selection, and diagnostics
โข Experimental Design: Randomization, replication, blocking, and factorial designs
โข Analysis of Variance (ANOVA): One-way and two-way ANOVA, and multiple comparisons
โข Multivariate Analysis: Principal component analysis and factor analysis
โข Data Mining and Machine Learning: Supervised and unsupervised learning, and predictive modeling
โข Statistical Software: Using statistical software for data analysis and visualization
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