AI Data Transformer Component
Welcome to the innovative AI Data Transformer, a feature in DatErica where you can interact directly with our AI assistant, Erica, to transform your data effortlessly.
Getting Started with Erica
After reviewing the structure of the incoming data from the previous component:
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Chat with Erica: In the chat interface, describe the data transformation you require.
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Erica's Python Script: Erica will generate a Python script based on your instructions using secure and efficient coding practices. The script typically utilizes powerful libraries such as pandas, numpy, and scikit-learn.
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Review and Adjust: Once Erica provides the script, review the output in the 'Transformed Data Preview' tab to ensure it meets your expectations. If adjustments are needed, you can refine your instructions and interact with Erica until the desired result is achieved.
Finalizing Your Transformation
- After confirming that the transformation is correct, click 'Save Config' to apply these settings. The Python code Erica generated will be executed for each pipeline run by the DatErica worker, ensuring your data is consistently transformed as per your specifications.
Remember, the AI Data Transformer with Erica is not just a tool; it's a conversation towards perfecting your data workflow.