Roles in Data Science

Data analysts and data scientists share similarities but differ in their focus, with analysts often identifying opportunities and scientists building and validating models. The distinction extends to data engineers, who manage data pipelines and transformations necessary for model deployment, highlighting the collaborative nature of these roles in the data landscape.