Artificial intelligence has emerged as a profound force shaping our world. From self-driving cars and medical breakthroughs, AI's abilities are astounding. Yet, its inner workings remain a mystery, provoking both awe and trepidation. Aiming for understand AI, we must delve into its foundational p