ML-CI-CD-Pipeline

Project: MLOps Pipeline with SageMaker, CodePipeline, and CodeBuild

• CodeCommit: Stores all ML code and pipeline configuration files.
• CodeBuild: Handles data preprocessing, model training, and deployment using SageMaker.
• CodePipeline: Automates the end-to-end process, triggering the pipeline on new commits.
• SageMaker: Used for training, tuning, and deploying the ML models.
• CloudWatch: Monitors model performance and raises alarms if the model quality drops.