Certificate in AI Metrics for Professional Growth
-- ViewingNowThe Certificate in AI Metrics for Professional Growth is a comprehensive course designed to empower learners with the essential skills for career advancement in the AI industry. This course highlights the importance of AI metrics in measuring the success and effectiveness of AI models and systems.
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⢠Introduction to AI Metrics
⢠Understanding Key Performance Indicators (KPIs) in AI
⢠Common AI Metrics: Accuracy, Precision, Recall, F1 Score
⢠ROC Curve and AUC: Measuring AI Model Performance
⢠Evaluating AI Models with Confusion Matrix
⢠Incorporating Business Metrics in AI Evaluation
⢠Bias and Fairness Metrics in AI
⢠Explainability and Interpretability Metrics for AI
⢠Monitoring and Maintaining AI Metrics for Continuous Improvement
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