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In the context of developing a machine learning model for a financial services company, the team is tasked with identifying the most effective way to utilize data visualization. The project has strict constraints on data privacy and requires the solution to be scalable across multiple regions. Given these constraints, what is the primary role of data visualization in this scenario? Choose the best option.
A
To ensure compliance with data privacy laws by encrypting data before storage
B
To facilitate the deployment of machine learning models across different cloud regions
C
To identify and clean outliers in the dataset before model training
D
To communicate insights and patterns in the data to stakeholders in a compliant and scalable manner
E
Both A and D