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Google Professional Machine Learning Engineer

Google Professional Machine Learning Engineer

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In a machine learning project, you are tasked with visualizing the distribution of a dataset across various categories to identify potential biases or imbalances. The dataset includes numerical data with several categories, and you need a visualization that not only shows the median and quartiles but also the probability density of the data within each category. Considering the need for detailed insights into data distribution, which of the following visualization types would be the MOST effective for this purpose? Choose one correct option.

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