You are using a third-party Continuous Integration/Continuous Delivery (CI/CD) tool to create a pipeline for preparing and training models. How would you integrate a third-party tool outside Oracle Cloud Infrastructure (OCI) to access Data Science Jobs?

• A.Third-party tools use authentication keys to create and run.
• B.Data Science Jobs Data Science Jobs is not accessible from outside OCI.
• C.Third-party software can access Data Science Jobs by using any of the OCI Software Development Kits (SDKs).
• D.Data Science Jobs does not accept code from third-party tools, therefore you need to run the pipeline externally.

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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 subfolder and classes. What is the best way to run this project as a job?

• A.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.
• B.ZIP the entire code project folder and upload it as a Job artifact on job creation, Jobs identities the main executable file automatically.
• C.Rewrite your code so that a single executable Python or Bash/Shell script file.
• D.ZIP the entire code project folder and upload it as a Job artifact Jobs automatically identifies

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You are given the task of writing a program that sorts document images by language. Which Oracle AI service would you use?

• A.OCI Vision
• B.OCI Speech
• C.OCI Language
• D.Oracle Digital Assistant

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Which feature of the Oracle Cloud Infrastructure (OCI) Vision service helps you generate in-dexing tags for a collection of marketing photographs?

• A.Text recognition
• B.Document classification
• C.Image classification
• D.Key Value extraction

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While reviewing your data, you discover that your data set has a class imbalance. You are aware that the Accelerated Data Science (ADS) SDK provides multiple built-in automatic transformation tools for data set transformation. Which would be the right tool to correct any imbalance between the classes?

• A.suggeste_recoomendations()
• B.sample()
• C.auto_transform()
• D.visualize_transforms()

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