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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โข Unit 1: Introduction to Machine Learning
โข Unit 2: Data Preprocessing for Machine Learning Projects
โข Unit 3: Machine Learning Algorithms and Model Selection
โข Unit 4: Model Evaluation and Validation
โข Unit 5: Feature Engineering and Selection
โข Unit 6: Machine Learning Project Lifecycle
โข Unit 7: Ethics and Bias in Machine Learning
โข Unit 8: Deployment and Maintenance of Machine Learning Models
โข Unit 9: Collaboration and Communication in ML Projects
โข Unit 10: Best Practices in Foundational ML Project Principles
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