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Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

1. You want to predict which customers are likely to increase spending if given an additional credit card. Your task is to build a model using demographic and aggregated credit card data for customers who have used similar cards in the past.
Which machine learning technique should you use to achieve this?

A) Attribute Importance
B) Classification
C) Feature Extraction
D) Regression

2. 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) An Experiment can be run with two possible options: Faster Results or Better Accura-cy.
C) 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.
D) When creating a notebook from an experiment-produced Model, the top algorithm in the Leader Board is automatically selected and converted to OML4Py code.

3. An OML AutoML UI Experiment is a work unit that minimally contains the definition of which three options? (Choose three.)

A) Prediction Target
B) Parameters
C) Prediction Type
D) Algorithm
E) Data Source

4. 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?

A) Developer
B) Manager
C) Editor
D) Viewer

5. Examine the command:
%sql
SELECT CUST_MARITAL_STATUS, MEDIAN <COST_CREDIT__LIMIT)
FROM SH. CUSTOMERS GROUP BY CUST_MARITAL_STATUS;
Which statement is true about running this command where the table has columns cust_maritax._statu3 (VARCHAR2) and cost_credit_limit (number) with 100k rows of non-null data?

A) It will return the marital status and credit limit of each customer.
B) It will return a customer's marital status and credit limit grouped by marital status
C) It will return the median value of customer credit limit grouped by marital status.
D) It will return an error.

Solutions: