[Dec-2023] Exam Sure Pass Oracle Certification with 1z0-1096-23 exam questions [Q36-Q52]

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[Dec-2023] Exam Sure Pass Oracle Certification with 1z0-1096-23 exam questions

Real Oracle 1z0-1096-23 Exam Questions Study Guide

Oracle 1z0-1096-23 Exam Syllabus Topics:

Topic	Details
Topic 1	Describe jobs in Oracle Machine Learning Administering Oracle Machine Learning
Topic 2	Describe a typical workflow for analyzing data with Oracle Machine Learning Create select forms and check-box forms in Notebooks
Topic 3	Access the Oracle Machine Learning Home page in Autonomous Data Warehouse Share a notebook by using Oracle Machine Learning templates
Topic 4	Notebooks in Oracle Machine Learning Work with AutoML using AutoML UI and OML4Py
Topic 5	Describe the components and features of OML Create a new project and workspace in Oracle Machine Learning
Topic 6	Describe AutoML in Oracle Machine Learning Describe Notebooks in Oracle Machine Learning
Topic 7	Manage workspaces and workspace permissions Collaborating Using Templates in Oracle Machine Learning
Topic 8	Working with Jobs in Oracle Machine Learning Describe administering Oracle Machine Learning
Topic 9	Describe templates in Oracle Machine Learning Create user accounts for Oracle Machine Learning

NO.36 Which type of machine learning algorithm is used to deal with noise in incoming data?

Classification

Regression

Dimensionality Reduction

Clustering

NO.37 Which two statements are true about supervised machine learning? (Choose two.)

There is no previously known result to guide the algorithm in building the model.

It does not specify a target, it can be applied to a population of interest.

It is used to extract meaningful insights from raw data to improve data operational efficiency.

It generally results in predictive models.

The learning process is directed by a previously known dependent attribute or target.

NO.38 What is the correct sequence of function invocations of AutoML API from OML4Py to solve a business problem?

Model selection, Algorithm selection

Algorithm selection, Feature selection. Model tuning

Model selection, Algorithm selection

Model tuning. Algorithm selection. Feature selection

NO.39 Which three SQL commands are restricted in an Autonomous Database?

Alter Table

Alter Tablespace

Create Table

Alter Profile

Create Tablespace

NO.40 Which step in the AutoML pipeline involves reducing the size of the large data set into a small-er data set that adequately represents the original?

Hyperparameter Tuning

Model Selection

Algorithm Selection

Feature Selection

Adaptive Sampling

NO.41 Which four actions would typically be performed during the data preparation step for analyzing data with Oracle Machine Learning?

numeric data normalization

missing value replacement

performing feature engineering, such as creating derived variables

data collection from various sources

binning of numeric data

building a machine learning model

NO.42 Which task is NOT required by an Administrator when adding a new user to Oracle Ma-chine Leamina (OML) Notebooks?

Create an OML username and password for the user in the Oracle Machine Learning Management User Interface.

Provide the user with an Autonomous Data Warehouse client wallet for remote authentication.

Add the user’s full name and email ID in the Oracle Machine Learning Management User Interface.

Issue grant commands on the database to allow access to the tables associated with the user’s Oracle Machine Learning Notebooks.

NO.43 Which three services can be used to access Oracle Machine Learning Notebooks? (Choose three.)

Oracle Application Express

Autonomous Dedicated Infrastructure

Autonomous Data Warehouse

Autonomous JSON Database

Autonomous Transaction Processing

NO.44 Which type of user has access to the Oracle Machine Learning User Management interface?

Guest

Developer

Manager

Administrator

NO.45 You have created a workspace in Oracle Machine Learning Notebooks and want to share it with collaborators by granting permissions to access your workspace. You want to enable other users to run and modify your notebooks but do not want to provide the ability to schedule jobs that run your notebooks. Which permission type should be granted to this user?

Manager

Viewer

Developer

Designer

NO.46 What is the first step for analyzing data that is external to Oracle Database with Oracle Machine Learning?

Deploy the model.

Load the data.

Prepare the data.

Create the model.

NO.47 Which is a FALSE statement regarding Oracle Machine Learning (OML)?

OML provides integration with open source Python and R statistical analysis functions.

OML provides scalable statistical functions though OML4Py and OML4R.

OML offerings need a separate data visualization tool for creating visualization.

OML provides univariate and multivariate statistics.

NO.48 In which three use cases are Oracle Machine Learning algorithms suitable? (Choose three.)

Speech recognition

Medical outcome analysis

Anomaly and fraud detection

Customer segmentation

Graph analytics

NO.49 Which two statements are true about Classification algorithms? (Choose two.)

They predict numeric values along a continuum.

They assign cases to target categories.

They extract rules using unsupervised learning.

They require known outcomes to guide the learning process.

NO.50 In an Oracle Machine Learning notebook, which is the correct syntax for starting a SQL script in Scratchpad?

“%sql”

“#sql”

“$sql”

“@sql”

NO.51 Which of the following is not type of a workspace permission that can be granted to other us-ers?

Manager

Contributor

Developer

Viewer

NO.52 You are using Oracle Machine Learning with Autonomous Database for the first time. After creating an Autonomous Database, what is the next step that you have to perform?

Connect to the Database

Create an OML user

Create an ML notebook

Create a compartment

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Oracle 1z0-1096-23 Exam Syllabus Topics:

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