What Statistics questions are included in a Data Science interview?

Question

Can anyone tell me the most frequently asked statistics questions are asked in a Data Science interview?

Answer 1

In a Data Science Interview, you will be asked questions on Statistical concepts like the measure of central tendency, measures of spread, sampling techniques, probability distributions, hypothesis testing, and regression.

Here are a few frequently asked Statistics questions in a Data Science Interview:

• Type 1 vs Type 2 error
• Explain p-value
• Explain bias and variance
• Correlation vs co-variance    
• Explain Overfitting and Underfitting
• Linear regression and assumptions of Linear Regression

You can check out this Data Science Interview Questions by Intellipaat for FAQs in Data Science interviews with a better explanation:

I suggest watching this video on Statistics for Data Science to learn Statistics with hands-on projects in R: