Scrolling Settings - "Throw"

Solution 1:

You can remove the inertia for the two fingers scroll, just select "without inertia" under Trackpad inside the System Preferences :

inertia

Solution 2:

In your Trackpad system preferences panel, under Two Fingers, change the "Scroll with Inertia" option. That should stop it.