
Google Professional Machine Learning Engineer
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In the context of designing a real-time analytics system for a global e-commerce platform, you are tasked with processing high-velocity streaming data to provide insights on user behavior. The system must handle data from millions of users worldwide, with the requirement to process and analyze data in near real-time to personalize user experiences dynamically. Considering the need for scalability, cost-efficiency, and compliance with global data protection regulations, which of the following best describes the role of 'window' in streaming data processing within this scenario? Choose the best option.
In the context of designing a real-time analytics system for a global e-commerce platform, you are tasked with processing high-velocity streaming data to provide insights on user behavior. The system must handle data from millions of users worldwide, with the requirement to process and analyze data in near real-time to personalize user experiences dynamically. Considering the need for scalability, cost-efficiency, and compliance with global data protection regulations, which of the following best describes the role of 'window' in streaming data processing within this scenario? Choose the best option.
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