Question: what is the difference between line of best fit and linear regression?
Answer: The regression line (curve) consists of the expected values of a variable (Y) when given the values of an explanatory variable (X). In other words it is defined as E[Y|X = x]. ... The line of best fit can be thought of as our estimate of the regression line.