Certificate in AI Metrics for Performance Improvement
-- ViewingNowThe Certificate in AI Metrics for Performance Improvement is a comprehensive course designed to equip learners with essential skills for optimizing AI systems and driving business growth. This program emphasizes the importance of AI performance metrics, their influence on decision-making, and strategies to improve AI models' effectiveness.
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โข AI Metrics Fundamentals
โข Understanding Key Performance Indicators (KPIs) in AI
โข Data Preprocessing for Accurate AI Metrics
โข Common AI Performance Metrics: Precision, Recall, F1 Score
โข ROC Curve and AUC: Measuring AI Model's Separation Power
โข Log Loss: Quantifying the Accuracy of Probabilistic Classification
โข Perplexity: Evaluating Language Model Performance
โข Incorporating Business Context in AI Metrics
โข Continuous Improvement Strategies for AI Metrics
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