Certificate in AI for Performance Evaluation Mastery
-- ViewingNowThe Certificate in AI for Performance Evaluation Mastery is a comprehensive course designed to equip learners with essential skills in AI-driven performance evaluation. This course is crucial in today's data-driven world, where organizations increasingly rely on AI to optimize performance and make informed decisions.
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โข Introduction to AI & Performance Evaluation
โข Types of AI: Rule-based, Machine Learning, Deep Learning
โข Performance Metrics for AI Systems
โข Evaluating Accuracy in AI Models
โข Precision, Recall, and F1 Score: Concepts & Calculations
โข ROC Curves & AUC: Visualizing Model Performance
โข Cross-validation Techniques in AI Performance Evaluation
โข Bias-Variance Tradeoff & its Impact on AI Performance
โข Real-world Challenges in AI Performance Evaluation
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