Oracle Machine Learning Using Autonomous Database 2024 Associate Quiz 05 15Nov24 - Practice Quiz

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Question 1 of 30

A data scientist is tasked with developing a machine learning model using Oracle Autonomous Database. The model requires access to large datasets stored in Oracle Cloud Infrastructure Object Storage. To ensure optimal performance and security during data retrieval, which approach should the data scientist prioritize when integrating these services?

Utilize Oracle Data Integration to create a secure pipeline that efficiently transfers data from Object Storage to the Autonomous Database while maintaining data integrity and minimizing latency.

Directly connect the Autonomous Database to Object Storage without any intermediary services, relying on the database's built-in capabilities to handle data retrieval.

Use Oracle Cloud Infrastructure's API to manually download the datasets from Object Storage and upload them to the Autonomous Database for processing.

Implement a third-party data transfer tool to manage the data flow between Object Storage and the Autonomous Database, focusing on ease of use rather than performance optimization.

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