Certificate in AI Impact Assessment: Metrics
-- ViewingNowThe Certificate in AI Impact Assessment: Metrics is a comprehensive course designed to equip learners with the essential skills required to assess and analyze the impact of AI systems. This course is of paramount importance in today's rapidly evolving digital landscape, where AI technologies are increasingly being integrated into various industries.
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⢠AI Impact Assessment Metrics
⢠Understanding AI Metrics
⢠Importance of AI Metric Selection
⢠Common AI Metrics: Accuracy, Precision, Recall
⢠ROC Curve and AUC: Measuring AI Performance
⢠F1 Score: Balancing Precision and Recall
⢠Mean Average Precision (MAP): Evaluating Ranked Results
⢠Cohen's Kappa: Accounting for Chance Agreement
⢠Confusion Matrix: Analyzing AI Predictions
⢠Log Loss: Measuring Probabilistic Predictions
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