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Answer: Delineate what data will be used for testing and what will be used for training the model.
Since you have just completed processing your data, the next step in the model development lifecycle is to decide how to split your dataset for testing and training the model. This ensures that the model can be effectively trained and evaluated. Delineating the data before training the model is critical for its subsequent accuracy and reliability.
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To enhance your model designed to identify the factors contributing to sales conversions for your customers, you have successfully processed your data. As part of continuing through the model development lifecycle, what is your next step?
A
Use your model to run predictions on fresh customer input data.
B
Monitor your model performance, and make any adjustments needed.
C
Delineate what data will be used for testing and what will be used for training the model.
D
Test and evaluate your model on your curated data to determine how well the model performs.
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