12-Month Roadmap to become a Data Scientist

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Month 1 Python (Basics and libraries like Pandas, NumPy, Matplotlib) Data Structures & Algorithms (lists, dictionaries, sets, and practical algorithms such as sorting, searching.)

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Month 2 Statistics & Probability Basic math concepts (Linear Algebra, Calculus) and stats concepts (mean, median, variance, distributions, hypothesis testing).

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