MLOps with AWS - Bootcamp - Zero to Hero Series
Thursday, August 22, 2024
Empower Your MLOps Journey: AWS AI/ML Mastery - From Notebook to Production Operation with Expert Guidance - MLOps 2024
Preview this Course
What you'll learn
- Configuring the CI/CD Pipeline for Machine Learning Projects
- Ability to track the source code & training images, configuration files with Git Based Repository – AWS CodeCommit
- Ability to Perform the Build using AWS CodeBuild
- Ability to Deploy the Application on Server using AWS CodeDeploy
- Orchestrate the MLOps steps using AWS CodePipeline
- Identify appropriate AWS services to implement ML solutions
- Perform the Load testing
- Monitoring the End Point Performance
- Monitoring the Model Drift
- The ability to follow model-training best practices
- The ability to follow deployment best practices
- The ability to follow operational best practices