The realm of data science has become indispensable in today’s digital world, providing abundant career prospects for individuals equipped with suitable skills and education. With organizations relying heavily on data-driven analyses to drive decision-making, the need for proficient data scientists is continuously rising. Nevertheless, data science is a multifaceted field encompassing a variety of roles and areas of expertise.