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Our Courses
MLOps
Building Reproducible ML Pipelines
Topics Covered
Level :
Expert
Workflow reproducibility, config management, pipeline consistency
Course Summary
Ensure consistency and traceability across ML pipeline executions.
Course Description
Design pipelines that are modular, maintainable, and reproducible.
Learning Modules
Module 1: Code and Config: Organize workflows using YAML/config files.
Module 2: Dependency Tracking: Lock versions and environments.
Module 3: End-to-End Pipeline: Implement CI/CD for ML.
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