Professional Certificate in ML Enhanced by Continuous Integration
-- ViewingNowThe Professional Certificate in ML Enhanced by Continuous Integration is a vital course that blends Machine Learning (ML) with Continuous Integration (CI). This combination is essential for modern software development, where models are treated as production-ready code.
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โข Unit 1: Introduction to Machine Learning (ML)
โข Unit 2: Continuous Integration (CI) Essentials
โข Unit 3: ML Models and CI Workflows
โข Unit 4: Version Control for ML Projects
โข Unit 5: Automated Testing and ML
โข Unit 6: Continuous Training and Model Validation
โข Unit 7: ML Deployment and Scaling with CI
โข Unit 8: Monitoring and Maintenance of ML Models
โข Unit 9: Security and Compliance in ML and CI
โข Unit 10: Best Practices for ML-enhanced Continuous Integration
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