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Google Professional Machine Learning Engineer

Google Professional Machine Learning Engineer

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You are designing a machine learning system for a global e-commerce platform that expects to handle a tenfold increase in user traffic during the holiday season. The system must efficiently process and analyze large volumes of transaction data in real-time to provide personalized recommendations. Considering the need for scalability, cost-efficiency, and compliance with data protection regulations, which of the following best describes the significance of 'scalability' in this context? (Choose one correct option)

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