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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) 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.
B) Automates key modeling steps such as algorithm selection, feature selection, and hy-perparameter tuning.
C) An Experiment can be run with two possible options: Faster Results or Better Accura-cy.
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.

2. You are creating a job that should run a notebook every hour. You want to make sure that the job does not run repeatedly if there are more than five consecutive failures to run the job.
Which option should you set while creating the job?

A) Maximum Failure Allowed
B) Minimum Failure Allowed
C) Maximum Number of Runs
D) Timeout in Minutes

3. Which statement is FALSE about Oracle Machine Learning (OML) Notebooks?

A) Within notebook paragraphs you can switch between data views of tables, pie charts, bar charts, line plots and scatter plots.
B) You can share notebooks with Import/Export operations.
C) When visualizing a 1 million row database data using the built-in Zeppelin visualizers, OML will by default display the results on the entire table.
D) You can set the output format in SQL paragraphs of a notebook.

4. 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) Classification
B) Attribute Importance
C) Feature Extraction
D) Regression

5. You have created a notebook and want to run the notebook on a periodic schedule. How should you achieve this?

A) You can create a job and schedule it to run a specific notebook.
B) You cannot run the notebook on the scheduled time.
C) You have to login as the admin user and schedule a job to run the notebook.
D) You need to contact the database administrator to configure the notebook to run at a particular time.

Solutions: