Oracle 1Z0-1110-23 Quiz 1 Topic 1 Questions 1-5

Question: 1

As a data scientist, you are trying to automate a machine learning (ML) workflow and have

decided to use Oracle Cloud Infrastructure (OCI) AutoML Pipeline.

Which three are part of the AutoML Pipeline?

AFeature Selection

BAdaptive Sampling

CModel Deployment

DFeature Extraction

EAlgorithm Selection

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Question: 2

You have just received a new data set from a colleague. You want to quickly find out summary information about the data set, such as the types of features, total number of observations, and data distributions, Which Accelerated Data Science (ADS) SDK method from the AD&Dataset class would you use?

AShow_in_notebook{}

BTo_xgb{}

CCompute{}

DShow_corr{}

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Question: 3

You want to ensure that all stdout and stderr from your code are automatically collected and

logged, without implementing additional logging in your code. How would you achieve this with Data

Science Jobs?

AOn job creation, enable logging and select a log group. Then, select either a log or the option
to enable automatic log creation.

BMake sure that your code is using the standard logging library and then store all the logs to
Object Storage at the end of the job.

CCreate your own log group and use a third-party logging service to capture job run details for
log collection and storing.

DYou can implement custom logging in your code by using the Data Science Jobs logging
service.

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Question: 4

What preparation steps are required to access an Oracle AI service SDK from a Data Science notebook session?

ACall the Accented Data Science (ADS) command to enable Al integration

BCreate and upload the API signing key and config file

CImport the REST API

DCreate and upload execute.py and runtime.yaml

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Question: 5

You are a data scientist leveraging the Oracle Cloud Infrastructure (OCI) Language AI service for

various types of text analyses. Which TWO capabilities can you utilize with this tool?

ATopic classification

BTable extraction

CSentiment analysis

DSentence diagramming

EPunctuation correction

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Oracle 1Z0-1110-23 Quiz:1 Topic:1 Questions:1-5