I just learned how to find the exponential function that approximates a dataset by taking the logarithm of the data points, doing a linear regression on that data, then working out the exponential equation from that.
This is very clever. Who invented this technique?
The wikipedia article on regression analysis contains a decent description of the history of the technique and it's worth checking out.
Is there any other reasons you might be interested with this?