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1z0-1110-23 Exam Dumps - Oracle Cloud Infrastructure Data Science 2023 Professional

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Question # 4

You are a data scientist designing an air traffic control model, and you choose to leverage Oracle

AutoML You understand that the Oracle AutoML pipeline consists of multiple stages and

automatically operates in a certain sequence. What is the correct sequence for the Oracle AutoML

pipeline?

A.

Algorithm selection, Feature selection, Adaptive sampling, Hyperparameter tuning

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B.

Adaptive sampling, Algorithm selection, Feature selection, Hyperparameter tuning

C.

Adaptive sampling, Feature selection, Algorithm selection, Hyperparameter tuning

D.

Algorithm selection, Adaptive sampling, Feature selection, Hyperparameter tuning

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Question # 5

Which two statements are true about published conda environments?

A.

They are curated by Oracle Cloud Infrastructure (OCI) Data Science.

B.

The odac conda init command is used to configure the location of published conda

environments.

C.

Your notebook session acts as the source to share published conda environments with team

members.

D.

You can only create a published conda environment by modifying a Data Science conda

environment.

E.

In addition to service job run environment variables, conda environment variables can be

used in Data Science Jobs.

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Question # 6

You loaded data into Oracle Cloud Infrastructure (OCI) Data Science. To transform the data, you

want to use the Accelerated Data Science (ADS) SDK. When you applied the get_recommendations ()

tool to the ADSDataset object, it showed you user-detected issues with all the recommended

changes to apply to the dataset. Which option should you use to apply all the recommended

transformations at once?

A.

get_transformed_dataset ()

B.

fit_transform()

C.

auto_transform()

D.

visualize_transforms ()

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Question # 7

You have created a conda environment in your notebook session. This is the first time you are

working with published conda environments. You have also created an Object Storage bucket with

permission to manage the bucket.

Which two commands are required to publish the conda environment?

A.

odac conda publish --slug

B.

odsc conda list --override

C.

odsc conda init --bucket_namespace --bucket_name

D.

odsc conda create --file manifest.yaml

E.

conda activate /home/datascience/conda/

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Question # 8

During a job run, you receive an error message that no space is left on your disk device. To solve

the problem, you must increase the size of the job storage. What would be the most efficient way to

do this with Data Science Jobs?

A.

Create a new job with increased storage size and then run the job.

B.

On the job run, set the environment variable that helps increase the size-of the storage.

C.

Your code is using too much disk space. Refactor the code to identify the problem.

D.

Edit the job, change the size of the storage of your job, and start a new job run.

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