The leap from data analyst to data scientist is a natural progression for many professionals in the data field. While both roles involve working with data to extract insights, data scientists often engage in more complex analyses and model building, incorporating advanced statistical techniques and machine learning. If you're a data analyst looking to advance your career into a data science role, this guide will provide a clear road-map to help you make this transition.