Certificate in Metrics-Based AI Performance Assessment
-- ViewingNowThe Certificate in Metrics-Based AI Performance Assessment is a comprehensive course designed to empower learners with the essential skills needed to evaluate and optimize AI model performance. This course is crucial in today's data-driven world, where businesses rely heavily on AI models to make informed decisions.
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โข Metrics-Based AI Performance Assessment Overview
โข Understanding Key Performance Indicators (KPIs) in AI
โข Data Preparation for Metrics-Based AI Performance Assessment
โข Common Evaluation Metrics for AI Algorithms
โข Precision, Recall, and F1 Score: In-Depth Analysis
โข ROC Curve and AUC: Measuring AI Model Performance
โข Mean Absolute Error and Root Mean Squared Error
โข Natural Language Processing (NLP) Evaluation Metrics
โข Real-World AI Performance Assessment Case Studies
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