Oracle 1z0-1093-25 Question Answer
What is the primary purpose of the AutoML feature within MySQL HeatWave?
To automatically tune the MySQL server parameters for optimal transactional performance.
To automate the process of building, training, and deploying machine learning models directly within the database.
To automatically generate SQL queries based on natural language input.
To automatically back up and restore the MySQL database to Oracle Cloud Infrastructure Object Storage.
To automatically generate data visualization to present database insights.
AutoML in MySQL HeatWave:
TheAutoML featurein MySQL HeatWave integratesmachine learning capabilitiesdirectly within the database, allowing users to:
Build, train, and deploy modelswithout moving data to external systems.
Automate the entire ML pipeline, includingdata preprocessing, model selection, and hyperparameter tuning.
This makes it easier for data engineers and analysts to performpredictive analyticswithout requiring data science expertise.
Why the other options are incorrect:
A:AutoML does not focus on server tuning; it focuses on machine learning.
C:Generating SQL queries from natural language is not within AutoML’s scope.
D:AutoML is unrelated to database backup.
E:Visualization is not the primary function; it focuses on model building.
TESTED 13 Jul 2025
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