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Google Professional Machine Learning Engineer

Google Professional Machine Learning Engineer

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You work for an online travel agency that also sells advertising placements on its website to other companies. Your task is to build a system to predict the most relevant web banner that a user should see next based on their navigation context. Security is a top priority for your company, and the model needs to meet a latency requirement of 300ms at the 99th percentile. The website handles thousands of web banners, and your exploratory data analysis indicates that a user's navigation context is a valuable predictor for the next banner. You want to implement the simplest solution that meets these requirements. How should you configure the prediction pipeline?

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