Task 3.3: Use Automated Orchestration Tools to Set up Continuous Integration and Continuous Delivery (CI/CD) Pipelines MLA-C01 Practice Questions (Page 5)

Questions 21–25

1. 21application · medium

   A team wants to automatically run a batch transform job whenever a new model is registered in the SageMaker Model Registry. They have set up an EventBridge rule that triggers on model package version creation events. The rule invokes a Lambda function that starts the batch transform job. What should the team configure in the Lambda function to ensure the batch transform job uses the newly registered model?

   • AParse the event payload to extract the model package ARN and pass it to the batch transform job.
   • BConfigure the Lambda function to use the default model package ARN from the environment variable.
   • CUse the SageMaker SDK to list all model packages and select the most recent one.
   • DHardcode the model package ARN in the Lambda function to ensure consistency.
   Reveal Solution Discussion Select an answer first
2. 22foundation · easy

   Which Git command is used to incorporate changes from a remote repository into your current local branch?

   • Agit commit
   • Bgit push
   • Cgit pull
   • Dgit merge
   Reveal Solution Discussion Select an answer first
4. 23foundation · medium

   A machine learning engineer is designing a CI/CD pipeline for a SageMaker model. The pipeline must run a training job, create a model, and deploy it to a SageMaker endpoint. Which AWS service can be used as the orchestration layer to connect these SageMaker actions into a single automated pipeline?

   • AAWS CodeDeploy
   • BAWS CodeBuild
   • CAWS CodePipeline
   • DAWS CodeCommit
   Reveal Solution Discussion Select an answer first
5. 24foundation · easy

   A CodeBuild build is timing out after running for 30 minutes. What is the most likely cause?

   • AThe buildspec file has a syntax error
   • BThe build environment does not have enough memory
   • CThe source code has a compilation error
   • DThe build project has a timeout setting that is too low
   Reveal Solution Discussion Select an answer first
6. 25foundation · easy

   In AWS CodePipeline, what is the purpose of a transition between stages?

   • ATo define the source code repository for the pipeline
   • BTo specify the build commands for the pipeline
   • CTo control whether the pipeline continues to the next stage automatically or requires manual approval
   • DTo store the artifacts produced by the stage
   Reveal Solution Discussion Select an answer first