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Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

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

2. Which step is not required to be performed by an administrator when adding a new user to Oracle Machine Learning (OML) Notebooks?

A) Create an OML username and password for the user in the Oracle Machine Learning User Management interface.
B) Issue grant commands on tables from other schemas to allow access from shared notebooks.
C) Add the user's name and email ID in the Oracle Machine Learning User Management interface.
D) Provide the user with Autonomous Database client wallet for remote credentials.

3. Which is NOT a supervised learning algorithm?

A) Stepwise Linear Regression
B) Decision Tree
C) Support Vector Machines
D) Naïve Bayes
E) Hierarchical K-Means

4. 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.

5. 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) Viewer
B) Developer
C) Manager
D) Editor

Solutions: