Masterclass Certificate in Model Analysis: High-Performance
-- ViewingNowThe Masterclass Certificate in Model Analysis: High-Performance course is essential for learners seeking to advance their careers in data analysis. This comprehensive course covers key topics including regression models, decision trees, and ensemble methods, providing a deep understanding of predictive modeling techniques.
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โข Unit 1: Introduction to Model Analysis
โข Unit 2: Data Preprocessing for High-Performance Model Analysis
โข Unit 3: Fundamentals of Statistical Analysis
โข Unit 4: Regression Analysis and Modeling Techniques
โข Unit 5: Classification Analysis and Modeling Techniques
โข Unit 6: Advanced Model Evaluation Metrics
โข Unit 7: Feature Engineering and Selection for High-Performance Models
โข Unit 8: Hyperparameter Tuning and Model Optimization
โข Unit 9: Model Interpretation and Explainability
โข Unit 10: Best Practices in Model Deployment and Monitoring
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