March 2020
Beginner to intermediate
352 pages
8h 40m
English
Content preview from Hands-On Exploratory Data Analysis with Python
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Understanding statistics
In data science, both qualitative and quantitative analyses are important aspects. In particular, the quantitative analysis of any dataset requires an understanding of statistical concepts. Statistics is a branch of mathematics that deals with collecting, organizing, and interpreting data. Hence, by using statistical concepts, we can understand the nature of the data, a summary of the dataset, and the type of distribution that the data has.
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