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Typically, a data analyst requires a bachelor’s degree in fields like statistics, mathematics, computer science, or economics. Essential coursework includes foundational knowledge in statistics, data management, and basic programming.
Educational Requirements of Data Scientists
On the other hand, data scientists often hold advanced degrees, such as a Master's or Ph.D., especially for technical roles. Their education focuses on in-depth studies in machine learning, artificial intelligence, and advanced programming. Proficiency in programming languages like Python, R, and Big Data tools like Hadoop and Spark is crucial.
Skillsets: Analysts vs Scientists
Skills Required for Data Analysts
A data analyst must master: