The sphere of Artificial Intelligence (AI) is rapidly transforming, and data science has emerged as the essential key to exploiting its boundless potential. This comprehensive guide provides a roadmap for dedicated individuals who strive to understand the intricacies of AI through the lens of data science. From basic concepts to advanced techniques