Professional Certificate in Statistical Analysis for Scoring
-- ViewingNowThe Professional Certificate in Statistical Analysis for Scoring is a comprehensive course that equips learners with essential skills in statistical analysis for scoring, a critical area in various industries. This program's importance lies in its ability to provide a deep understanding of statistical methods, data analysis, and predictive modeling, which are highly sought after in today's data-driven world.
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โข Introduction to Statistical Analysis for Scoring
โข Descriptive Statistics: Measures of Central Tendency, Measures of Dispersion
โข Probability Theory: Concepts, Rules, and Applications
โข Inferential Statistics: Hypothesis Testing, Confidence Intervals
โข Regression Analysis: Simple Linear Regression, Multiple Linear Regression
โข Logistic Regression: Binary Outcomes, Odds Ratios
โข Data Preprocessing: Data Cleaning, Feature Engineering
โข Model Evaluation: Performance Metrics, Model Selection
โข Ethics in Statistical Analysis: Bias, Fairness, Privacy
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
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