Advanced Certificate in ML Model Efficiency Redefined
-- ViewingNowThe Advanced Certificate in ML Model Efficiency Redefined course is a comprehensive program designed to enhance your expertise in optimizing machine learning models. This course is crucial in today's data-driven world, where businesses demand efficient and high-performing ML models.
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โข Unit 1: Introduction to Model Efficiency in Machine Learning
โข Unit 2: Optimizing Machine Learning Models for Performance
โข Unit 3: Advanced Techniques in Model Compression
โข Unit 4: Quantization and its Role in Model Efficiency
โข Unit 5: Pruning and its Impact on Model Size and Accuracy
โข Unit 6: Knowledge Distillation: Transferring Knowledge for Model Efficiency
โข Unit 7: Neural Architecture Search for Model Efficiency
โข Unit 8: Evaluating Model Efficiency: Trade-offs and Metrics
โข Unit 9: Deploying Efficient Models in Production Environments
โข Unit 10: Best Practices for Maintaining Model Efficiency over Time
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