Artificial intelligence presents itself as a profound force influencing our world. From self-driving cars and medical breakthroughs, AI's potential are limitless. Yet, its inner workings remain an enigma, challenging both awe and anxiety. Aiming for understand AI, we must investigate its foundational principles. Algorithms are the brains of AI,