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Data Scientists are called **“scientists”** because they apply a scientific approach to data. They **form hypotheses, collect and analyze evidence, build and test models, validate results, and draw conclusions**. The role combines **statistics, mathematics, programming, and machine learning** to solve real-world problems using evidence rather than assumptions.

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