Masterclass Certificate in Scaling ML Projects
-- ViewingNowThe Masterclass Certificate in Scaling ML Projects is a comprehensive course designed to meet the skyrocketing industry demand for machine learning (ML) professionals who can effectively scale ML projects. This course is of paramount importance as it equips learners with essential skills to tackle real-world challenges in ML deployment and maintenance.
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โข Unit 1: Introduction to Scaling Machine Learning Projects
โข Unit 2: Data Management for Scaling ML
โข Unit 3: Distributed Computing in ML Projects
โข Unit 4: Feature Engineering at Scale
โข Unit 5: Scalable Model Training
โข Unit 6: Hyperparameter Tuning in Scaled ML Projects
โข Unit 7: Model Evaluation and Validation at Scale
โข Unit 8: Model Serving and Deployment
โข Unit 9: Scaling ML Projects with Cloud Services
โข Unit 10: Best Practices for Scaling ML Projects
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