Executive Development Programme in Model Evaluation for Innovation
-- ViewingNowThe Executive Development Programme in Model Evaluation for Innovation is a certificate course designed to provide learners with essential skills in data analysis and model evaluation. This program is crucial in today's data-driven world, where businesses rely on data to make informed decisions and drive innovation.
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โข Introduction to Model Evaluation: Understanding the Basics and Importance
โข Data Preparation for Model Evaluation: Preprocessing Techniques
โข Performance Metrics for Model Evaluation: Accuracy, Precision, Recall, F1 Score, ROC Curve
โข Cross-Validation: Techniques and Best Practices
โข Bias-Variance Tradeoff: Impact on Model Evaluation
โข Model Selection: Methods and Strategies
โข Overfitting and Underfitting: Identification and Prevention in Model Evaluation
โข Introduction to Innovation in Model Evaluation: Trends and Best Practices
โข Evaluation Metrics for Innovative Models: Explainability, Fairness, Robustness
โข Case Studies in Model Evaluation for Innovation
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