Oracle
1Z0-1096-23
Oracle Machine Learning using Autonomous Database 2023
Associate
QUESTION & ANSWERS
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QUESTION 1
Which two statements are true about Classification algorithms?
A.
B.
C.
D.
They predict numeric values along a continuum.
They extract rules using unsupervised learning.
They assign cases to target categories.
They require known outcomes to guide the learning process.
Correct Answer: A,D
QUESTION 2
You are tasked with building a predictive model that can estimate the price of houses, based on
attributes like
number of rooms, square-footage (size), location, neighborhood attributes, year built among others.
Which three algorithms can you use to produce such a model with Oracle Machine Learning?
A.
B.
C.
D.
E.
F.
Generalized Linear Model (Regression)
Support Vector Machine (Regression)
Explicit Semantic Analysis
One-Class Support Vector Machine
Generalized Linear Model (Classification)
Neural Networks (Regression)
Correct Answer: A,C,D
QUESTION 3
You have developed a notebook in an Autonomous Database (ADB) and you need to share the
notebook with
your colleague to run on a different ADB instance.
How should you enable your colleague to work with this notebook?
A.
B.
C.
D.
Save the notebook in .csv format and have your colleague import this notebook.
Save the notebook as a shared template.
Make the notebook public.
Export the notebook in . json format and have your colleague import this notebook.
Correct Answer: A
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QUESTION 4
Which feature of Oracle Machine Learning Notebooks should you use for data analysis, data discovery,
data visualization, and collaboration on Oracle Autonomous Database?
A.
B.
C.
D.
Workspace
Notebook
Job
Project
Correct Answer: B
QUESTION 5
In which three use cases are Oracle Machine Learning algorithms suitable?
A.
B.
C.
D.
E.
Customer segmentation
Graph analytics
Speech recognition
Medical outcome analysis
Anomaly and fraud detection
Correct Answer: A,B,E
QUESTION 6
Which four actions would typically be performed during the data preparation step for analyzing data
with
Oracle Machine Learning?
A.
B.
C.
D.
E.
F.
performing feature engineering, such as creating derived variables
numeric data normalization
data collection from various sources
missing value replacement
building a machine learning model
binning of numeric data
Correct Answer: A,B,C,D
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QUESTION 7
An OML AutoML UI Experiment is a work unit that minimally contains the definition of which three
options? (Choose three.)
A.
B.
C.
D.
E.
Prediction Target
Data Source
Parameters
Prediction Type
Algorithm
Correct Answer: A,B,D
Explanation/Reference:
Explanation https://docs.oracle.com/en/database/oracle/machine-learning/oml-automl-ui/amlui/createexperiment.html
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