Global Certificate in Assessment Data Analysis Skills
-- ViewingNowThe Global Certificate in Assessment Data Analysis Skills course is a comprehensive program designed to equip learners with essential data analysis skills in the assessment industry. This course is crucial in today's data-driven world, where organizations rely on data to make informed decisions.
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โข Data Analysis Fundamentals: Understanding data types, data wrangling, data visualization, and data storytelling.
โข Descriptive and Inferential Statistics: Measures of central tendency, variability, correlation, regression analysis, and statistical significance.
โข Probability Theory: Probability distributions, conditional probability, and Bayesโ theorem.
โข Hypothesis Testing: Null and alternative hypotheses, p-values, and confidence intervals.
โข Predictive Modeling: Linear and logistic regression, decision trees, and ensemble methods.
โข Data Mining and Machine Learning: Supervised and unsupervised learning, cross-validation, and hyperparameter tuning.
โข Data Ethics and Privacy: Responsible data collection, storage, sharing, and analysis.
โข Data Communication: Presenting data analysis results to different audiences through report writing, dashboards, and data visualizations.
โข Automated Decision Making: Evaluating and implementing automated decision-making systems in organizations.
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