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Python with Machine Learning and Data Science
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A box plot can be used to identify outliers in a dataset.
Match the data visualization tool with its primary use:
Scatter plots are effective for visualizing relationships between three variables.
Which of the following types of data is best visualized using a histogram?
Data visualization helps in identifying patterns and trends in data that are not immediately obvious from raw data.
Which of the following is a key principle of effective data visualization?
Which feature engineering technique involves creating features that represent interactions between multiple variables?
Removing rows with missing data is always the best approach for handling missing values.
Match the following imputation methods with their descriptions:
Min-Max Scaling resizes data to a fixed range, typically between 0 and 1.