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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) 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) Automates key modeling steps such as algorithm selection, feature selection, and hy-perparameter tuning.

2. 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?

A) Adaptive Sampling
B) Feature Selection
C) Hyperparameter Tuning
D) Algorithm Selection
E) Model Selection

3. What is the correct sequence of function invocations of AutoML API from OML4Py to solve a business problem?

A) Model tuning. Algorithm selection. Feature selection
B) Model selection, Algorithm selection
C) Model selection, Algorithm selection
D) Algorithm selection, Feature selection. Model tuning

4. What is the correct sequence of creating items in Oracle Machine Learning (OML) Notebooks when setting up a new Autonomous Database instance?

A) OML User, Notebook, Job
B) Notebook, Job, Project, OML User
C) Workspace, OML User, Notebook, Jobs
D) Job, Project, Workspace, Notebook

5. Examine the output:

A) SET SQLFORMAT DELIMITED
B) SET SQLFORMAT ANSICONSOLE
C) SET SQLFORMAT LOADER
D) SET SQLFORMAT FIXED

Solutions: