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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⢠Model Validation Techniques
⢠Performance Metrics for Model Evaluation
⢠Cross-Validation Methodologies
⢠Bias-Variance Tradeoff
⢠Overfitting and Underfitting
⢠Statistical Significance Testing in Model Evaluation
⢠Next-Gen Evaluation Metrics (e.g. AUC-ROC, Precision-Recall Curve, F1 Score)
⢠Model Evaluation in Imbalanced Datasets
⢠Evaluation Strategies for Deep Learning Models
⢠Uncertainty Quantification in Model Evaluation
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