You can guess a reasonably close solution and divide the square by that guess. For example, let's say that you need the square root of 48. Seven squared is 49, so let's say 6.9 - 48 divided 6.9 equals 6.96.
Pick something between your first guess and the answer to Step 1. For the purposes of the example, let's pick 6.93.
Divide the original square by this new guess. For the example, 48 divided by 6.93 = 6.926, or about 6.93.
Check your estimate against the actual square root, which is 6.928203. If you don't have a calculator, you can still end up with a fairly close estimate in just a few steps.