guys, could someone tell me the essential statistics concepts to learn while preparing for DS interview?

thanks in advance

Usually, they ask about Central Limit Theorem, sampling methods, Binomial Probability Formula and sample bias.

In one of data science interview, they aske me whatâ€™s standard deviation, central limit theorem, and how to calculate linear regression in statistics e.g., R2 value, MSE.