Floating-point representation is a way of encoding real numbers within the limits of finite precision, allowing for the representation of a vast range of values in a format that combines a base, exponent, and mantissa. It is essential for scientific calculations, but it is also prone to rounding errors and precision limitations that must be managed carefully to ensure computational accuracy.