Executive Development Programme in CI/CD for the ML Landscape
-- ViewingNowThe Executive Development Programme in CI/CD for the ML Landscape certificate course is a comprehensive program designed to meet the growing industry demand for professionals with expertise in DevOps and Machine Learning. This course emphasizes the importance of Continuous Integration and Continuous Deployment (CI/CD) in the ML landscape, empowering learners with essential skills for career advancement.
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โข Unit 1: Introduction to CI/CD & ML Workflow
โข Unit 2: ML Pipelines & Version Control
โข Unit 3: Data Management for ML CI/CD
โข Unit 4: Model Training & Validation in CI/CD
โข Unit 5: Model Deployment & Serving in CI/CD
โข Unit 6: Monitoring & Maintenance in ML CI/CD
โข Unit 7: Security & Compliance in ML CI/CD
โข Unit 8: DevOps Practices for ML CI/CD
โข Unit 9: Tools & Technologies for ML CI/CD
โข Unit 10: Best Practices & Real-World Implementations
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