Global Certificate in Next-Gen Model Evaluation Strategies
-- ViewingNowThe Global Certificate in Next-Gen Model Evaluation Strategies is a comprehensive course designed to equip learners with essential skills for the data science industry. This program focuses on advanced model evaluation strategies, critical for data professionals to build accurate and reliable models.
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โข Model Validation Techniques
โข Performance Metrics for Model Evaluation
โข Cross-Validation Methodologies
โข Bias-Variance Tradeoff
โข Overfitting and Underfitting
โข Statistical Significance Testing in Model Evaluation
โข Next-Gen Evaluation Metrics (e.g. AUC-ROC, Precision-Recall Curve, F1 Score)
โข Model Evaluation in Imbalanced Datasets
โข Evaluation Strategies for Deep Learning Models
โข Uncertainty Quantification in Model Evaluation
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