Professional Certificate in Model Evaluation: Actionable Knowledge
-- ViewingNowThe Professional Certificate in Model Evaluation: Actionable Knowledge is a comprehensive course designed to equip learners with essential skills in model evaluation, a critical aspect of machine learning and data science. This program emphasizes the importance of assessing and ensuring the effectiveness of predictive models, thereby enhancing decision-making processes in various industries.
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โข Model Evaluation Metrics
โข Types of Model Evaluation
โข Performance Measures for Classification Models
โข Performance Measures for Regression Models
โข Cross-Validation Techniques
โข Bias-Variance Tradeoff
โข Overfitting and Underfitting
โข Statistical Significance Tests in Model Evaluation
โข Model Selection Techniques
โข Evaluation Strategies for Deep Learning Models
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