Professional Certificate in AI Metrics Applications Development
-- ViewingNowThe Professional Certificate in AI Metrics Applications Development is a crucial course for professionals seeking to harness the power of AI in their organizations. This certificate program focuses on the development and implementation of AI metrics, providing learners with essential skills to measure and optimize AI performance.
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โข Unit 1: Introduction to AI Metrics
โข Unit 2: Key Performance Indicators (KPIs) in AI
โข Unit 3: Evaluating AI Models: Accuracy, Precision, and Recall
โข Unit 4: ROC Curves and AUC Metrics
โข Unit 5: F1 Score, Matthews Correlation Coefficient, and Other Advanced AI Metrics
โข Unit 6: Bias-Variance Tradeoff and Regularization Techniques in AI Metrics
โข Unit 7: Model Interpretability and Explainable AI Metrics
โข Unit 8: Monitoring AI Metrics in Production
โข Unit 9: AI Metrics Best Practices and Ethics
โข Unit 10: Case Studies in AI Metrics Applications Development
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