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    Oracle Cloud Infrastructure Data Science 2022 Professional Sample Questions (Q27-Q32):

    NEW QUESTION # 27
    When preparing your model artifact to save it to the Oracle Cloud Infrastructure (OCI) Data Science model catalog, you create a score.py file. What is the purpose of the score.py fie?

    • A. Define the inference server dependencies.
    • B. Execute the inference logic code
    • C. Configure the deployment infrastructure.
    • D. Define the compute scaling strategy.

    Answer: C


    NEW QUESTION # 28
    Six months ago, you created and deployed a model that predicts customer churn for a call center. Initially, it was yielding quality predictions. However, over the last two months, users have been questioning the credibility of the predictions. Which TWO methods customer churn would you employ to verify the accuracy of the model?

    • A. Retrain the model
    • B. Drift monitoring
    • C. Operational monitoring
    • D. Redeploy the model
    • E. Validate the model using recent data

    Answer: A,E


    NEW QUESTION # 29
    You have a data set with fewer than 1000 observations, and you are using Oracle AutoML to build a classifier. While visualizing the results of each stage of the Oracle AutoML pipeline, you notice that no visualization has been generated for one of the stages. Which stage is not visualized?

    • A. Feature selection
    • B. Adaptive sampling
    • C. Hyperparameter tuning
    • D. Algorithm selection

    Answer: B


    NEW QUESTION # 30
    The Accelerated Data Science (ADS) model evaluation classes support different types of ma-chine learning modeling techniques Which THREE types of modeling techniques are supported by ADS Evaluators?

    • A. Regression Analysis
    • B. Binary Classification
    • C. Recurrent Neural Network
    • D. Multiclass Classification
    • E. K-Means Clustering
    • F. Principal Component Analysis

    Answer: A,B,D


    NEW QUESTION # 31
    You are a data scientist using Oracle AutoML to produce a model and you are evaluating the score metric for the model. Which of the following TWO prevailing metrics would you use for evaluating multiclass classification model?

    • A. Explained variance score
    • B. R-Squared
    • C. Mean squared error
    • D. F1 Score
    • E. Recall

    Answer: D,E


    NEW QUESTION # 32
    ......

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