When driving through a large puddle of standing water, you should:

1. Speed through it to avoid getting stuck
2. Stop and turn around
3. Slow down, test your brakes after passing through, and avoid driving through if depth is unknown
4. Drive through at normal speed with both hands on the wheel

Source: State DMV Official Driver's Manual