The natural logarithm uses base and is written as or . The number appears in continuous growth problems and calculus.
For example, and . You'll see in probability, machine learning, and anywhere continuous growth models appear.
In Big-O analysis, the base doesn't matter because logarithms of different bases differ only by a constant factor. So . I'll explain why in a few units.