Masterclass Certificate in Validation for Smarter Decisions
-- ViewingNowThe Masterclass Certificate in Validation for Smarter Decisions is a comprehensive course designed to equip learners with essential skills in data validation. This course emphasizes the importance of data accuracy and integrity, enabling professionals to make informed, reliable decisions in their respective industries.
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โข Validation Foundations
โข Data Analysis for Validation
• Descriptive Statistics
• Inferential Statistics
โข Hypothesis Testing and Experimental Design
โข Validation Metrics and Evaluation
• Accuracy, Precision, Recall, F1 Score
• ROC Curve and AUC
โข Machine Learning Validation
• Overfitting and Underfitting
• Cross-Validation Techniques
โข Ethics in Validation
• Bias, Fairness, and Accountability
โข Building a Validation Framework
• Validation Workflow Automation
• Continuous Improvement and Monitoring
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