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Solid understanding of data science fundamentals, statistical analysis, and machine learning concepts.Basic in programming languages such as Python and familiarity with data manipulation libraries (e.g., pandas, NumPy).Experience with data visualization tools (e.g., Matplotlib, Tableau) to communicate insights effectively.Problem-solving skills and the ability to work with large datasets to derive actionable insights.Knowledge of SQL and relational databases. .