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. This ultimate guide provides an all-encompassing look at starting a career in data science. From exploring different career paths within data science (e.g., data analyst, data engineer, data scientist) to mastering the basics, it covers everything you need to make informed decisions on your career trajectory.

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