Advanced Certificate in AI Metrics Analysis for Business
-- ViewingNowThe Advanced Certificate in AI Metrics Analysis for Business is a comprehensive course designed to equip learners with essential skills in AI metrics analysis. This certificate course is crucial in today's data-driven world, where businesses rely heavily on AI and data analytics to make informed decisions.
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โข AI Metrics Foundations
โข Understanding Key Performance Indicators (KPIs) in AI
โข Data Preprocessing for AI Metrics Analysis
โข Supervised Learning Metrics: Accuracy, Precision, Recall, F1 Score
โข Unsupervised Learning Metrics: Clustering Purity, Silhouette Score
โข Evaluating AI Model Performance: ROC Curves, AUC, Confusion Matrix
โข Ethical Considerations in AI Metrics Analysis
โข Advanced AI Metrics: Lift, Gain, CHAID, M5P
โข AI Metrics for Business Impact Analysis
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