Certificate in Model Optimization Best Practices
-- ViewingNowThe Certificate in Model Optimization Best Practices course is a comprehensive program that focuses on the critical skills needed to optimize machine learning models for improved performance and scalability. This course is essential for data scientists, machine learning engineers, and AI professionals seeking to advance their careers in this highly competitive field.
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โข Model selection and evaluation
โข Data preprocessing for model optimization
โข Hyperparameter tuning techniques
โข Regularization methods (L1, L2, dropout)
โข Feature engineering and dimensionality reduction
โข Ensemble methods (bagging, boosting, stacking)
โข Model interpretability and explainability
โข Implementing model optimization best practices in production environments
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