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Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

1. Which two statements are true about OML AutoML UI? (Choose two.)

A) Automates key modeling steps such as algorithm selection, feature selection, and hy-perparameter tuning.
B) When creating a notebook from an experiment-produced Model, the top algorithm in the Leader Board is automatically selected and converted to OML4Py code.
C) An Experiment can be run with two possible options: Faster Results or Better Accura-cy.
D) An Experiment returns a single machine learning model, on successful execution Pro-vides Classification Prediction Type for numeric data and Regression Prediction Type for non-numeric data.


2. Which four actions would typically be performed during the data preparation step for analyzing data with Oracle Machine Learning?

A) data collection from various sources
B) numeric data normalization
C) building a machine learning model
D) binning of numeric data
E) missing value replacement
F) performing feature engineering, such as creating derived variables


3. In an Oracle Machine Learning notebook, which is the correct syntax for starting a SQL script in Scratchpad?

A) %sql
B) Ssql
C) #sql
D) @sql


4. In which format is an Oracle Machine Learning Notebooks notebook saved or exported?

A) XML
B) CSV
C) custom binary format
D) JSON


5. A supermarket needs to segment its customers based on their purchasing pattern. Which machine learning technique should you use to achieve this?

A) Association Rules
B) Regression
C) Clustering
D) Anomaly Detection


Solutions:

Question # 1
Answer: A,C
Question # 2
Answer: A,B,E,F
Question # 3
Answer: A
Question # 4
Answer: D
Question # 5
Answer: D

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