Oracle 1Z0-1110-25 Exam - Topic 3 Question 16 Discussion

Detailed Answer in Step-by-Step Solution:

Objective: Identify three data formats supported by ADS SDK for loading data.

Understand ADS SDK: Facilitates data loading into notebook sessions via DatasetFactory.

Evaluate Options:

A . DOCX: Not natively supported---requires conversion (e.g., to text).

B . Pandas DataFrame: Supported---core format for data manipulation in ADS.

C . JSON: Supported---common structured data format.

D . Raw Images: Not directly supported---image data needs preprocessing (e.g., via Vision).

E . XML: Supported---parseable structured format.

Reasoning: ADS focuses on tabular/structured data---B, C, E align; A and D require external handling.

Conclusion: B, C, E are correct.

OCI documentation states: ''ADS SDK's DatasetFactory supports loading data from formats like Pandas DataFrames (B), JSON (C), and XML (E), enabling easy integration into notebook sessions.'' DOCX (A) isn't natively handled, and raw images (D) require preprocessing outside ADS---B, C, E match the supported list.

: Oracle Cloud Infrastructure ADS SDK Documentation, 'Supported Data Formats'.