Fitted line

Drag the knobs and watch predictions move

MSE 0.00
Slope w 0.00
Intercept b 0.00

Each dashed segment is a residual. Try to flatten them by finding the bottom of the bowl.

Loss landscape

Your position in parameter space

(w, b)
Current w 0.00
Current b 0.00
Best loss 0.00

Darker regions are lower loss. The glowing marker is your current knob setting.