Global Certificate in AI Metrics: Smart Decisions
-- ViewingNowThe Global Certificate in AI Metrics: Smart Decisions course is a comprehensive program designed to empower learners with the essential skills needed to make data-driven decisions using Artificial Intelligence. In today's digital age, the ability to leverage AI metrics is crucial for staying competitive in the industry.
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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 Curve and AUC: Measuring AI Model Performance
โข Unit 5: F1 Score: Balancing Precision and Recall
โข Unit 6: Mean Absolute Error (MAE) and Root Mean Squared Error (RMSE): Measuring Regression Model Performance
โข Unit 7: Confusion Matrix: Understanding AI Model Predictions
โข Unit 8: Calibration Curves: Assessing AI Model Calibration
โข Unit 9: Bias and Fairness in AI Metrics
โข Unit 10: Best Practices for AI Metrics and Reporting
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