Professional Certificate in AI Analytics: Performance Metrics
-- ViewingNowThe Professional Certificate in AI Analytics: Performance Metrics is a crucial course designed to equip learners with essential skills in AI analytics. This program focuses on teaching the importance of performance metrics in AI systems, enabling learners to evaluate and optimize AI model performance effectively.
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⢠Unit 1: Introduction to AI Analytics & Performance Metrics
⢠Unit 2: Key Performance Indicators (KPIs) in AI Analytics
⢠Unit 3: Evaluating Model Accuracy: Precision, Recall, and F1 Score
⢠Unit 4: ROC Curve, AUC, and Classification Thresholds
⢠Unit 5: Regression Metrics: Mean Absolute Error & R-squared
⢠Unit 6: Time Series Metrics: MAE, RMSE, & MAPE
⢠Unit 7: Handling Imbalanced Datasets: Precision-Recall AUC & G-mean
⢠Unit 8: Model Selection & Cross-validation Techniques
⢠Unit 9: Monitoring AI Performance in Production
⢠Unit 10: Ethical Considerations in AI Analytics & Performance Metrics
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