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Google Professional Machine Learning Engineer

Google Professional Machine Learning Engineer

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In the context of machine learning, you are tasked with visualizing the distribution of a dataset across various categories to identify potential outliers and understand the underlying probability density. The dataset contains numerical data with several categories, and you aim to provide a comprehensive overview that includes median, quartiles, and density information. Which of the following plots would be the most effective for this purpose? Choose one correct option.

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