I learned this method of calculating square roots to arbitrary precision and could probably easily produce 5-6 significant digits in my head if I concentrated enough:
Look for "square root by long division". That's what it seems to be called these days, but it was just taught as "the square root algorithm" when I learned it many decades ago.