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  • Exam Name: Oracle Cloud Infrastructure Data Science 2023 Professional
  • Last Update: 27-Apr-2024
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1z0-1110-23 Questions and Answers

Question # 1

data scientist, you use the Oracle Cloud Infrastructure (OCI) Language service to train custom

models. Which types of custom models can be trained?

A.

Image classification, Named Entity Recognition (NER)

B.

Text classification, Named Entity Recognition (NER)

C.

Sentiment Analysis, Named Entity Recognition (NER)

D.

Object detection, Text classification

Question # 2

You are creating an Oracle Cloud Infrastructure (OCI) Data Science job that will run on a recurring basis in a production environment. This job will pick up sensitive data from an Object Storage bucket, train a model, and save it to the model catalog. How would you design the authentication mechanism for the job?

A.

Package your personal OC file and keys in the job artifact.

B.

Use the resource principal of the job run as the signer in the job code, ensuring there is a dynamic group for this job run with appropriate access to Object Storage and the model catalog.

C.

Store your personal OCI config file and kays in the Vault, and access the Vault through the job nun resource principal

D.

Create a pre-authenticated request (PAA) for the Object Storage bucket, and use that in the job code.

Question # 3

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?

A.

EvaluationMetrics

B.

ADSEvaluator

C.

ADSExplainer

D.

ADSTuner

Question # 4

You want to write a Python script to create a collection of different projects for your data science team. Which Oracle Cloud Infrastructure (OCI) Data Science Interface would you use?

A.

Programming Language Software Development Kit (SDK)

B.

Mobile App

C.

Command Line Interface (CLI)

D.

OCI Console

Question # 5

. You realize that your model deployment is about to reach its utilization limit. What would you do

to avoid the issue before requests start to fail?

A.

Update the deployment to add more instances.

B.

Delete the deployment.

C.

Update the deployment to use fewer instances.

D.

Update the deployment to use a larger virtual machine (more CPUs/memory).

E.

Reduce the load balancer bandwidth limit so that fewer requests come in.

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