数据科学家应当了解的五个统计基本概念.pdf


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2024-03-22
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Applause from James Le, Conor Dewey, and 200 others
George Seif Follow
Certied Nerd
Oct 22 · 9 min read
The 5 Basic Statistics Concepts Data
Scientists Need to Know
Statistics can be a powerful tool when performing the art of Data
Science (DS). From a high-level view, statistics is the use of
mathematics to perform technical analysis of data. A basic visualisation
such as a bar chart might give you some high-level information, but
with statistics we get to operate on the data in a much more
information-driven and targeted way. The math involved helps us form
concrete conclusions about our data rather than just guesstimating.
Using statistics, we can gain deeper and more ne grained insights into
how exactly our data is structured and based on that structure how we
can optimally apply other data science techniques to get even more
information. Today, we’re going to look at 5 basic statistics concepts
that data scientists need to know and how they can be applied most
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