Artificial intelligence, or AI, has rapidly become a pervasive concept in our modern world. From self-driving cars to personalized suggestions, AI's impact is undeniable. However, the mechanisms behind this transformative technology can often seem shrouded in mystery. This article aims to illuminate AI through the lens of data science, providing a