Google Professional Cloud Security Engineer
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Your organization is developing a sophisticated machine learning (ML) model to predict customer behavior for targeted marketing campaigns. The BigQuery dataset used for training contains sensitive personal information. You need to design security controls for the AI/ML pipeline to maintain data privacy throughout the model's lifecycle, ensure personal data is not used for training, and restrict dataset access to only an authorized subset of individuals. What should you do?
Your organization is developing a sophisticated machine learning (ML) model to predict customer behavior for targeted marketing campaigns. The BigQuery dataset used for training contains sensitive personal information. You need to design security controls for the AI/ML pipeline to maintain data privacy throughout the model's lifecycle, ensure personal data is not used for training, and restrict dataset access to only an authorized subset of individuals. What should you do?
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