Professional Certificate in Model Evaluation for Data Science
-- ViewingNowThe Professional Certificate in Model Evaluation for Data Science is a crucial course that focuses on equipping learners with the essential skills to evaluate and improve machine learning models. This program is increasingly important in today's data-driven world, where businesses rely on accurate and reliable models to make informed decisions.
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โข Model Evaluation Metrics
โข Bias-Variance Tradeoff
โข Overfitting and Underfitting
โข Cross-Validation Techniques
โข ROC Curve and AUC
โข Precision, Recall, and F1 Score
โข Confusion Matrix
โข Regression Evaluation Metrics
โข Model Selection and Ensembling
โข Performance Optimization in Model Evaluation
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