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1z0-1110-22 Oracle Cloud Infrastructure Data Science 2022 Professional Questions and Answers

Questions 4

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?

Options:

A.

Feature selection

B.

Algorithm selection

C.

Adaptive sampling

D.

Hyperparameter tuning

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Questions 5

As a data scientist, you are tasked with creating a model training job that is expected to take different hyperparameter values on every run. What is the most efficient way to set those pa-rameters with Oracle Data Science Jobs?

Options:

A.

Create a new job every time you need to run your code and pass the parameters as en-vironment variables.

B.

Create your code to expect different parameters as command line arguments, and create it new job every time you run the code.

C.

Create your code to expect different parameters either as environment variables or as command line arguments, which are set on every job run with different values.

D.

Create a new no by setting the required parameters in your code, and create a new job for mery code change.

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Questions 6

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 effi-cient way to do this with Data Science Jobs?

Options:

A.

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

B.

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

C.

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

D.

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

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Questions 7

You have trained three different models on your data set using Oracle AutoML. You want to visualize the behavior of each of the models, including the baseline model, on the test set. Which class should be used from the Accelerated Data Science (ADS) SDK to visually compare the models?

Options:

A.

ADS Explainer

B.

ADS Evaluator

C.

ADSTuner

D.

EvaluationMetrics

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Questions 8

You are a data scientist leveraging Oracle Cloud Infrastructure (OCI) Data Science to create a model and need some additional python libraries for processing genome sequencing data. Which of the following THREE statements are correct with respect to installing additional Python libraries to process the data?

Options:

A.

You cannot install a library that's not preinstalled in the provided image

B.

You can only install libraries using yum and pip as a normal user

C.

OCI Data Science allows privileges in notebook sessions.

D.

You can install any open source package available in a publicly accessible Python Package Index (PyPI) repository

E.

You can install private or custom libraries from your own internal repositories

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Exam Code: 1z0-1110-22
Exam Name: Oracle Cloud Infrastructure Data Science 2022 Professional
Last Update: Feb 22, 2024
Questions: 55
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