Professional Certificate in Model Performance Metrics
-- ViewingNowThe Professional Certificate in Model Performance Metrics is a crucial course for data professionals seeking to evaluate and improve their machine learning models. This program covers key evaluation metrics, enabling learners to make informed decisions when comparing and selecting models for specific tasks.
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โข Understanding Model Performance Metrics
โข Accuracy Metric: A Closer Look
โข Precision and Recall: Importance and Calculation
โข F1 Score: Combining Precision and Recall
โข ROC Curve and AUC: Measuring Classification Model Quality
โข Log Loss: Evaluating Probabilistic Predictions
โข Mean Absolute Error (MAE) and Mean Squared Error (MSE)
โข Cohen's Kappa: Accounting for Chance Agreement
โข Model Performance Metrics Best Practices
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