You realize that your model deployment is about to reach its utilization limit. What would you do to avoid the issue before requests start to fail? Pick THREE.

• A.Update the deployment to add more instances
• B.Delete the deployment
• C.Update the deployment to use fewer instances
• D.Update the deployment to use a larger virtual machine (more CPUs/memory)
• E.Reduce the load balancer bandwidth limit so that fewer requests come in

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You have a complex Python code project that could benefit from using Data Science Jobs as it is a repeatable machine learning model training task. The project contains many sub-folders and classes. What is the best way to run this project as a Job?

• A.ZIP the entire code project folder and upload it as a Job artifact. Jobs automatically identifies the main top-level where the code is run
• B.Rewrite your code so that it is a single executable Python or Bash/Shell script file
• C.ZIP the entire code project folder and upload it as a Job artifact on job creation. Jobs identifies the main executable file automatically
• D.ZIP the entire code project folder, upload it as a Job artifact on job creation, and set JOB_RUN_ENTRYPOINT to point to the main executable file

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Which cache rules criterion matches if the concatenation of the requested URL path and query are identical to the contents of the value field?

• A.URL_PART_CONTAINS
• B.URL_IS
• C.URL_PART_ENDS_WITH
• D.URL_STARTS_WITH

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Which is NOT a valid OCI Data Science notebook session approach?

• A.Ensure you don’t execute long-running Python processes in a notebook cell
• B.Run the process directly in the terminal and use Python logging to get updates on the progress of your job
• C.Avoid having multiple users in the same notebook session due to the possibility of resource contention and write conflicts
• D.While connecting to data in OCI Object Storage from your notebook session, the best practice is to make a local copy on the device and then upload it to your notebook session block volume
• E.Authenticate using your notebook session’s resource principal to access other OCI resources. Resource principals provide a more secure way to authenticate to resources compared to the OCI configuration and API approach

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You are a computer vision engineer building an image recognition model. You decide to use Oracle Data Labeling to annotate your image dat a. Which of the following THREE are possible ways to annotate an image in Data Labeling?

• A.Adding labels to an image using semantic segmentation, by drawing multiple bounding boxes to an image
• B.Adding a single label to an image
• C.Adding labels to an image by drawing a bounding box to an image is not supported by Data Labeling
• D.Adding labels to an image using object detection, by drawing bounding boxes to an image
• E.Adding multiple labels to an image

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