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Oracle Cloud Infrastructure Data Science 2023 Professional

Last Update Oct 31, 2024
Total Questions : 80

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Oracle Cloud Infrastructure Data Science 2023 Professional Questions and Answers

Questions 1

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?

Options:

A.

visualize_transforms ()

B.

auto_transform()

C.

sample ()

D.

suggest_recommendations()

Questions 2

The Oracle AutoML pipeline automates hyperparameter tuning by training the model with different parameters in parallel. You have created an instance of Oracle AutoML as ora-cle_automl and now you want an output with all the different trials performed by Oracle Au-toML. Which of the following command gives you the results of all the trials?

Options:

A.

Oracle.automl.visualize_algorith_selection_trails()

B.

Oracle.automl.visualize_adaptive_sampling_trails()

C.

Oracle.automl.print_trials()

D.

Oracle.automl.visualize_tuning_trails()

Questions 3

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

Options:

A.

Adding labels to 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 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 im-age.

E.

Adding multiple labels to an image.

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