Google Professional Machine Learning Engineer
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In the context of designing a data processing system for a financial services company that requires real-time fraud detection, which of the following best describes the primary advantage of implementing a streaming data pipeline over a batch data pipeline? Choose the best option.
A
Streaming pipelines offer simpler data transformation capabilities, making them easier to implement for complex financial data.
B
Streaming pipelines enable real-time data processing and analysis, crucial for immediate fraud detection and response.
C
Streaming pipelines are generally less expensive to operate than batch pipelines, reducing overall costs for the company.
D
Streaming pipelines provide easier integration with the company's existing on-premises systems, simplifying the deployment process.