What is Interpolation?
Interpolation is a field of numerical analysis. it is a method of constructing new data points within the range of a discrete set of known data points.
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In engineering and science one often has a number of data points, as obtained by sampling or experimentation, and tries to construct a function which closely fits those data points. This is called curve fitting or regression analysis. Interpolation is a specific case of curve fitting, in which the function must go exactly through the data points.
OK, the wikipedia definitions are not clear for non mathematicians. So think of interpolation like this. You have a graph with some points on it, but those points are not connected by any lines, and we don't know a function exactly going through all the points. So what interpolation does is imagine that a line goes through those points by making a smooth equation that fits all those points and all the points in between. Hence the inter - part because of the inbetween bits missing, which the equation puts together.
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