What's included

• Using the Image dataset, we need to identify the percentage of the infection in the tissue

  • Cell tissue image use to come from the laboratory , • Using the dataset, we need to identify the percentage of the infection in the tissue. • If the percentage is high, then the person will be vaccinated. • Implemented a robust model versioning strategy by storing various model versions in Amazon S3, ensuring traceability and reproducibility. Managed associated metadata in AWS SageMaker Artifactory, enabling efficient tracking of model iterations for auditing and regulatory compliance • Orchestrated a Continuous Integration and Continuous Deployment (CI/CD) framework using AWS CodePipeline, automating model versioning in S3 and metadata management in AWS SageMaker Artifactory. Deployed these models seamlessly in AWS SageMaker and hosted them via AWS Lambda, backed by API Gateway, guaranteeing scalable, real-time access to predictive models while optimizing performance and reliability