M1 · The Best Straight Line
The Loss Surface Is a Bowl
Read a slope and an intercept as one point on a bowl-shaped loss surface.
Stop looking at the dots. Look at the lines instead. Every line is one pair of numbers, so every line is one point on this floor. The rings are heights: the loss.