C4.5 is a type of algorithm used to help computers "learn" things. It makes decisions by looking at information and making an educated guess about what the best decision might be. This type of algorithm is useful for things like sorting through large amounts of information, or making decisions without human input at all. In the case of C4.5, it looks at sets of data and uses them to figure out the best decision or conclusion.