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Google Professional Machine Learning Engineer

Google Professional Machine Learning Engineer

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You work at a mobile gaming startup that creates online multiplayer games. Recently, your company has observed an increase in players cheating in the games, causing a loss of revenue and negatively impacting the user experience. To address this issue, you developed a binary classification model to detect whether a player cheated after completing a game session. The plan is to send a message to other downstream systems to ban the player if cheating is detected. Your model has shown promising results during testing, and you are ready to deploy it to production. The goal is to ensure the serving solution provides immediate classifications right after a game session concludes in order to minimize revenue loss and maintain a fair gaming environment. What should you do to achieve this?

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