Interpolation:Estimating values within the range of a set of known data points using a trend line or curve.
Linear Regression: A statistical method used to model the relationship between a dependent variable and one or more independent variables by fitting a linear equation to observed data.
$y = mx + b$:$y = mx + b$ represents the equation of a straight line, where $m$ is the slope and $b$ is the y-intercept.