Certificate in Foundational ML Project Principles
-- ViewingNowThe Certificate in Foundational ML Project Principles is a comprehensive course designed to equip learners with essential skills for career advancement in the field of Machine Learning (ML). This certificate program emphasizes the importance of ML project principles, providing learners with a solid foundation in managing and implementing ML projects.
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⢠Unit 1: Introduction to Machine Learning
⢠Unit 2: Data Preprocessing for Machine Learning Projects
⢠Unit 3: Machine Learning Algorithms and Model Selection
⢠Unit 4: Model Evaluation and Validation
⢠Unit 5: Feature Engineering and Selection
⢠Unit 6: Machine Learning Project Lifecycle
⢠Unit 7: Ethics and Bias in Machine Learning
⢠Unit 8: Deployment and Maintenance of Machine Learning Models
⢠Unit 9: Collaboration and Communication in ML Projects
⢠Unit 10: Best Practices in Foundational ML Project Principles
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