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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⢠Unit 1: Introduction to AI Metrics
⢠Unit 2: Key Performance Indicators (KPIs) in AI
⢠Unit 3: Evaluating AI Models: Accuracy, Precision, and Recall
⢠Unit 4: ROC Curves and AUC Metrics
⢠Unit 5: F1 Score, Matthews Correlation Coefficient, and Other Advanced AI Metrics
⢠Unit 6: Bias-Variance Tradeoff and Regularization Techniques in AI Metrics
⢠Unit 7: Model Interpretability and Explainable AI Metrics
⢠Unit 8: Monitoring AI Metrics in Production
⢠Unit 9: AI Metrics Best Practices and Ethics
⢠Unit 10: Case Studies in AI Metrics Applications Development
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