Distribution
In Data Science, distribution refers to the way in which a set of data is spread out or arranged. It is a statistical concept that describes the frequency of occurrence of each value in a dataset. The distribution of a dataset can be visualized using a histogram, which shows the frequency of each value in the dataset. The shape of the distribution can provide insights into the underlying data generating process. Common types of distributions include normal, uniform, binomial, and Poisson distributions. Understanding the distribution of a dataset is important in many areas of Data Science, including hypothesis testing, machine learning, and data visualization.
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