Masterclass Certificate in Impactful Applied Statistical Methods
-- ViewingNowThe Masterclass Certificate in Impactful Applied Statistical Methods is a comprehensive course designed to equip learners with essential statistical skills for career advancement. This course focuses on the practical application of statistical methods and tools, enabling learners to make data-driven decisions in their respective industries.
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โข Foundations of Applied Statistics โข Descriptive Statistics, Inferential Statistics, Probability Theory, Data Visualization, Hypothesis Testing
โข Regression Analysis โข Simple Linear Regression, Multiple Linear Regression, Logistic Regression, Regularization Methods
โข Experimental Design and Analysis of Variance (ANOVA) โข Completely Randomized Designs, Randomized Block Designs, Factorial Designs, Split-Plot Designs, Repeated Measures Designs
โข Nonparametric Statistical Methods โข Mann-Whitney U Test, Wilcoxon Signed-Rank Test, Kruskal-Wallis Test, Friedman Test, Sign Test
โข Survival Analysis โข Kaplan-Meier Estimator, Log-Rank Test, Cox Proportional Hazards Model
โข Multivariate Analysis โข Principal Component Analysis, Factor Analysis, Discriminant Analysis, Multivariate Analysis of Variance (MANOVA)
โข Machine Learning and Statistical Models โข Decision Trees, Random Forests, Support Vector Machines, Bayesian Networks
โข Data Ethics and Replicability โข Data Privacy, Bias and Fairness, Replicability in Research, Ethical Considerations in Data Analysis
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