Professional Certificate in Model Performance Metrics for Impact
-- ViewingNowThe Professional Certificate in Model Performance Metrics for Impact is a crucial course for data professionals seeking to evaluate and improve their machine learning models. This program covers key metrics like accuracy, precision, recall, F1 score, ROC curve, and log loss, providing a comprehensive understanding of model evaluation.
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⢠Understanding Model Performance Metrics
⢠Quantitative Performance Metrics
⢠Qualitative Performance Metrics
⢠Regression Model Performance Metrics
⢠Classification Model Performance Metrics
⢠Time Series Model Performance Metrics
⢠Model Evaluation Techniques
⢠Overfitting and Underfitting in Model Performance
⢠Choosing the Right Performance Metric
⢠Case Studies on Model Performance Metrics
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