Free 1Z0-1110-25 Practice Test

Oracle 1Z0-1110-25 Free Exam Questions

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1 / 15

A bike sharing platform has collected user commute data for the past 3 years. For increasing profitability and making useful inferences, a machine learning model needs to be built from the accumulated dat a. Which of the following options has the correct order of the required machine learning tasks for building a model?

Data Access, Data Exploration, Feature Engineering, Feature Exploration, Modeling

Data Access, Feature Exploration, Feature Engineering, Data Exploration, Modeling

Data Access, Data Exploration, Feature Exploration, Feature Engineering, Modeling

Data Access, Feature Exploration, Data Exploration, Feature Engineering, Modeling

2 / 15

In machine learning, what is the primary difference between supervised and unsupervised learning?

Supervised learning is created and managed by the Data Engineer

Supervised learning is only used for image recognition, while unsupervised learning can be used for various analytics applications

Supervised learning is monitored closely by data scientists, while they don't play a role inunsupervised learning

Supervised learning involves data that has been labeled and classified, while unsupervised learning data is unlabeled and unclassified

3 / 15

Which step is a part of the AutoML pipeline?

Feature Extraction

Feature Selection

Model saved to Model Catalog

Model Deployment

4 / 15

You want to create an anomaly detection model using the OCI Anomaly Detection service that avoids as

many false alarms as possible. False Alarm Probability (FAP) indicates model performance. How would you

set the value of the False Alarm Probability?

Zero

Use a function

High

Low

5 / 15

You have configured the Management Agent on an Oracle Cloud Infrastructure (OCI) Linux instance for log

ingestion purposes. Which is a required configuration for OCI Logging Analytics service to collect data from

multiple logs of this instance?

Source - Entity Association

Log Group - Source Association

Entity - Log Association

Log - Log Group Association

6 / 15

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?

Command Line Interface (CLI)

OCI Console

The OCI Software Development Kit (SDK)

Mobile App

7 / 15

You are a data scientist working inside a notebook session and you attempt to pip install a package from a

public repository that is not included in your conda environment. After running this command, you get a

network timeout error. What might be missing from your network configuration?

FastConnect to an on-premises network

Service Gateway with private subnet access

The NAT Gateway with public internet access

Primary Virtual Network Interface Card (VNIC)

8 / 15

You are working as a Data Scientist for a healthcare company. You have a series of neurophysiological data

on OCI Data Science and have developed a convolutional neural network (CNN) classification model. It

predicts the source of seizures in drug-resistant epileptic patients. You created a model artifact with all the

necessary files. When you deployed the model, it failed to run because you did not point to the correct conda

environment in the model artifact. Where would you provide instructions to use the correct conda

environment?

Model_artifact_validate.py

Requirements.txt

Score.py

Runtime.yaml

9 / 15

What is a conda environment?

An open-source environment management system

An environment deployment system on Oracle AI

A system that manages package dependencies

A collection of kernels

10 / 15

Triggering a PagerDuty notification as part of Monitoring is an example of what in the OCI Console?

Function

Rule

Action

Event

11 / 15

You are using Oracle Cloud Infrastructure (OCI) Anomaly Detection to train a model to detect anomalies in pump sensor dat a. What are you trying to determine? How does the required False Alarm Probability setting affect an anomaly detection model?

It adds a score to each signal indicating the probability that it-s a false alarm

It determines how many false alarms occur before an error message is generated

It is used to disable the reporting of false alarms

It changes the sensitivity of the model to detecting anomalies

12 / 15

Where do calls to stdout and stderr from score.py go in the model deployment?

The file that was defined for them on the virtual machine (VM)

The predict log in the Oracle Cloud Infrastructure (OCI) Logging service as defined in the deployment

The OCI Console

The OCI Cloud Shell, which can be accessed from the console

13 / 15

How are datasets exported in the OCI Data Labeling service?

As a line-delimited JSON file

As a CSV file

As an XML file

As a binary file

14 / 15

You are running a pipeline in the OCI Data Science service and want to override some of the pipeline's default settings. Which of the following statements about overriding pipeline defaults is true?

Pipeline defaults can be overridden before starting the pipeline execution

Pipeline defaults cannot be overridden once the pipeline has been created

Pipeline defaults can be overridden only during pipeline creation

Pipeline defaults can be overridden only by the Administrator

15 / 15

How can you collaborate with team members in OCI Data Science Workspace?

By sharing the workspace instance with other users

By enabling chat and video conferencing within the workspace

By granting access to specific notebooks and files

By using version control systems integrated with the workspace

Your score is

The average score is 60%

Free 1Z0-1110-25 Practice Test – 2025 Updated

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