Professional Certificate in AI Metrics Assessment
-- ViewingNowThe Professional Certificate in AI Metrics Assessment is a vital course for individuals seeking to excel in the AI industry. This certificate program focuses on teaching learners how to assess and evaluate AI models' performance accurately.
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โข Introduction to AI Metrics
โข Types of AI Metrics (Performance, Business, Ethical)
โข Performance Metrics for Supervised Learning (Accuracy, Precision, Recall, F1 score, ROC curve)
โข Performance Metrics for Unsupervised Learning (Silhouette score, Davies-Bouldin index, Dunn index)
โข Business Metrics for AI (ROI, Payback period, NPV, IRR)
โข Ethical Metrics for AI (Fairness, Accountability, Transparency, Explainability, Human oversight)
โข Selecting and Implementing AI Metrics
โข Monitoring and Evaluating AI Metrics over Time
โข Communicating AI Metrics to Stakeholders
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