Top 12 Statistical Concepts Data Science Interview Questions
Statistical concept definition and Python simulation code
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.
Resources for this post:
- Video tutorial for this post on YouTube
- Click here for the Colab notebook
- More video tutorials on Data Science Interview Questions and Statistics
- More blog posts on Data Science Interview Questions and Statistics
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…