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:
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