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Best Practices for the SageMaker Data Agent - Amazon SageMaker Unified Studio

Best Practices for the SageMaker Data Agent

Be specific about your data sources

Good: "Calculate total sales by region from the sales_transactions table"

Less effective: "Show me sales data"

Specify desired output format

Good: "Create a bar chart showing top 10 products by revenue with labels"

Less effective: "Visualize product performance"

Provide context for multi-step workflows

Good: "Using the customer segments @customer_segment, calculate average lifetime value for each segment"

Less effective: "Calculate lifetime value"