Professional Certificate in Machine Learning: CI/CD Focus
-- ViewingNowThe Professional Certificate in Machine Learning: CI/CD Focus is a crucial course for those interested in the intersection of machine learning and DevOps. This certificate program emphasizes Continuous Integration and Continuous Deployment (CI/CD) practices, essential for modern data science teams.
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โข Unit 1: Introduction to Machine Learning & CI/CD
โข Unit 2: Data Preparation for Machine Learning Models
โข Unit 3: Machine Learning Algorithms: Overview & Comparison
โข Unit 4: Building Machine Learning Models with Continuous Integration
โข Unit 5: Automating Model Deployment with Continuous Delivery
โข Unit 6: Version Control for Machine Learning Projects
โข Unit 7: Testing Machine Learning Models with Unit Testing & Integration Testing
โข Unit 8: Monitoring & Logging Machine Learning Pipelines
โข Unit 9: Scaling Machine Learning Workflows with Containerization & Orchestration
โข Unit 10: Security & Compliance Best Practices in Machine Learning CI/CD
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