Databricks Certified Generative AI Engineer - Associate
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Question: 26
You need to generate a structured table of customer feedback data using a generative AI model. Each feedback entry should include columns: "Customer ID," "Rating," "Feedback," and "Timestamp." Which of the following prompts is most likely to elicit a table format with correctly labeled columns and corresponding rows of data?
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Explanation:
Explanation
Option C is the most effective prompt because:
- Explicit Format Specification: It explicitly requests "CSV format" which is a structured, tabular format that naturally organizes data into columns and rows
- Clear Column Definition: It specifically lists all required columns: "Customer ID, Rating, Feedback, and Timestamp"
- Standardized Structure: CSV format ensures consistent column headers and row-based data organization
Why other options are less effective:
- Option A: Vague about column names ("customer details") and uses generic terms ("time" instead of "Timestamp")
- Option B: Good but doesn't specify the output format, which could result in various table representations
- Option D: Requests a "summary" rather than structured data, which may not produce the required table format
Best Practices for Generative AI Prompts:
- Be specific about the desired output format (CSV, JSON, table)
- Explicitly list all required columns with exact names
- Specify the structure (rows and columns) when tabular data is needed
- Use standardized data formats for consistent results
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