Artificial intelligence has emerged as a profound force influencing our world. From self-driving cars to medical breakthroughs, AI's capabilities are breathtaking. Yet, its inner workings remain an enigma, challenging both fascination and trepidation. In order to understand AI, we must explore its core concepts. Mathematical models are the brain