Programming: Python, R, SQL.
Mathematics and Statistics: Linear algebra, calculus, probability.
Machine Learning: Algorithms, libraries like TensorFlow and Scikit-learn.
Data Visualization: Tools such as Tableau and Power BI along with Matplotlib etc.
Big Data: Tools like Hadoop, NoSQL and Spark for large databases.

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