Certificate in Continuous Integration for ML Performance
-- ViewingNowThe Certificate in Continuous Integration for ML Performance is a comprehensive course designed to equip learners with essential skills for optimizing Machine Learning (ML) models. This course emphasizes the importance of Continuous Integration (CI) in ML, enabling learners to automate and streamline the ML model development process.
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โข Unit 1: Introduction to Continuous Integration (CI) for ML Performance
โข Unit 2: Version Control for Machine Learning Projects
โข Unit 3: Setting Up a CI Pipeline for Machine Learning
โข Unit 4: Automated Testing in Machine Learning
โข Unit 5: Continuous Integration Tools for Machine Learning
โข Unit 6: Containerization and Virtualization in CI for ML
โข Unit 7: Code Quality and Code Review Best Practices
โข Unit 8: Monitoring and Logging in CI for ML Performance
โข Unit 9: Continuous Deployment and Delivery for ML
โข Unit 10: Scaling and Optimizing CI Pipelines for Machine Learning
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