Top 12 Statistical Concepts Data Science Interview Questions

Amy @GrabNGoInfo
GrabNGoInfo
Published in
11 min readMay 18, 2023

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Statistical concept definition and Python simulation code

Top 12 Statistical Concepts Data Science Interview Questions Statistical concept definition and Python simulation code
Image by Amy @GrabNGoInfo

Statistical concepts are commonly asked in data science and machine learning interviews. In this tutorial, we’ll delve into the top 12 interview questions related to these concepts and provide guidance on how to effectively answer them. The Python code for simulating the statistical concepts will also be provided where is applicable.

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Let’s get started!

Question 1: What is the central limit theorem?

The Central Limit Theorem states that the sampling distribution of the mean of a large number of independent, identically distributed random samples will approach…

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