Categories of Algorithms in the AI Jungle

While searching for current algorithms for special solutions, I keep coming across the most diverse designations and, upon closer inspection, realize that I already know this algorithm, but in a different setting. Therefore, the first step here is to clarify which possible questions we can/would like to answer with AI algorithms.