Tokenization is a vital step in machine learning, acting as the initial point for preparing text data. Essentially, it involves dividing a larger block of content – like a paragraph – into smaller units called “segments". These tokens can be terms, symbols, or even sub-morphological segments. This change allows AI algorithms to then analyze a