You've a lot of self-esteem trouble, there. That's the only point where I'll pick on you. Just go ahead and ask. Proceed without fear.

What do you know of "Normal Equations"?

'n' is the number of observations. This entirely defines what you need from a given set of points.

Note: Eliminate everything with and see the one variable version emerge before your eyes.