Advanced Certificate in Data Science Model Assessment
-- ViewingNowThe Advanced Certificate in Data Science Model Assessment is a comprehensive course designed to equip learners with the essential skills required to excel in the field of data science. This course focuses on model assessment, a critical aspect of data science that involves evaluating and selecting the best predictive models for a given task.
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โข Advanced Model Evaluation Metrics
โข Statistical Analysis in Data Science
โข Model Selection Techniques
โข Cross-Validation Methods
โข Bias-Variance Trade-off in Data Science
โข Overfitting and Underfitting
โข Performance Analysis of Data Science Models
โข Introduction to ROC Curves and AUC
โข Precision-Recall Trade-off and F1 Score
โข Confusion Matrix and Classification Metrics
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