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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⢠Model selection and evaluation
⢠Data preprocessing for model optimization
⢠Hyperparameter tuning techniques
⢠Regularization methods (L1, L2, dropout)
⢠Feature engineering and dimensionality reduction
⢠Ensemble methods (bagging, boosting, stacking)
⢠Model interpretability and explainability
⢠Implementing model optimization best practices in production environments
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