Professional Certificate in ML Model Optimization Tactics
-- ViewingNowThe Professional Certificate in ML Model Optimization Tactics is a vital course for those seeking to excel in the data science field. This certificate program focuses on essential skills for optimizing machine learning models, enabling learners to build high-performing, scalable, and robust models.
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Unit 1: Introduction to Machine Learning Model Optimization
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Unit 2: Data Preprocessing for Model Optimization
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Unit 3: Feature Engineering and Selection
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Unit 4: Model Selection and Evaluation Metrics
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Unit 5: Hyperparameter Tuning and Optimization Techniques
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Unit 6: Regularization Techniques for Model Optimization
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Unit 7: Ensemble Methods and Model Boosting
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Unit 8: Advanced Model Optimization Techniques
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Unit 9: Scalable Model Optimization for Big Data
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Unit 10: Best Practices and Real-World Applications in ML Model Optimization
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