This resource provides a structured pathway for aspiring data scientists, detailing what to learn at every stage of your career. It covers the fundamental technical skills, key programming languages, and statistical knowledge that will set you on the path to success in data science roles.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.

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