Certificate in Artificial Intelligence: Performance Metrics Analysis Techniques
-- ViewingNowThe Certificate in Artificial Intelligence: Performance Metrics Analysis Techniques course is a powerful learning opportunity for those seeking to excel in AI. This program focuses on essential skills for evaluating and improving AI system performance, a critical aspect of AI implementation.
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โข Performance Metrics in AI
โข Types of AI Performance Metrics
โข Accuracy Metric in AI
โข Precision and Recall Metrics
โข F1 Score: Harmonic Mean of Precision and Recall
โข ROC Curve and AUC: Ranking Metrics in AI
โข Mean Absolute Error and Root Mean Squared Error
โข Cohen's Kappa: A Statistical Agreement Measure
โข Cross-Validation Techniques in AI Performance Metrics
โข Evaluation Strategies for AI Model Selection
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