AWS AI Practitioner
A retail company wants to build an ML model to recommend products to customers. The company wants to build the model based on responsible practices. Which practice should the company apply when collecting data to decrease model bias?
A
Use data from only customers who match the demographics of the company's overall customer base.
B
Collect data from customers who have a past purchase history.
C
Ensure that the data is balanced and collected from a diverse group.
✓ Correcta
D
Ensure that the data is from a publicly available dataset.