Breaking into data science can be competitive. This guide helps newcomers navigate the job market, providing insights into how to find and apply for entry-level data science roles. It includes tips on tailoring your resume, preparing for interviews, and building a professional portfolio.This article focuses on how to start from scratch and make a successful entry into data science, even if you have no prior experience. We explore educational paths, learning strategies, and real-world projects that help build confidence and credibility.