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Whether you come from a non-technical background or you have some experience in related fields, this article will outline the most effective strategies for making a smooth transition into data science. It includes advice on upskilling, networking, and targeting the right roles to help you land your first position. Launching a data science career can be daunting, but this roadmap simplifies the process. It outlines critical milestones, from acquiring the necessary technical skills (like Python and machine learning) to building a portfolio, networking, and applying for jobs.