Advanced Certificate in ML Model Performance Tuning
-- ViewingNowThe Advanced Certificate in ML Model Performance Tuning is a comprehensive course designed to enhance your expertise in optimizing machine learning models. This certification focuses on the critical aspect of model performance tuning, which is essential to deliver accurate and efficient predictions in real-world scenarios.
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โข Advanced ML Model Evaluation Metrics
โข Hyperparameter Tuning in Machine Learning
โข Grid Search and Randomized Search Techniques
โข Cross-Validation in Model Performance Tuning
โข Regularization Techniques (L1, L2) for Model Performance
โข Feature Scaling and its Impact on Model Performance
โข Model Ensembles and Boosting Techniques
โข Advanced Optimization Algorithms in ML
โข Model Interpretability and Explainability in Performance Tuning
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