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Which of the following is main Machine Learning Library in Python?
Correct Answer: B
Python supports multiple libraries for scientific computing and data analysis, but the primary machine learning library is: Scikit-learn (Option B): Provides a wide range of machine learning algorithms for classification, regression, clustering, model evaluation, and preprocessing. It is the core ML library in Python. NumPy (Option A): Provides numerical computing and array operations, essential for ML but not a machine learning library itself. Matplotlib (Option C): Used for data visualization. SciPy (Option D): Supports scientific computing and numerical methods, not focused on ML models. Therefore, the correct answer is Option B (Scikit-learn). Reference: DASCA Data Scientist Knowledge Framework (DSKF) - Programming for Data Science: Python Libraries for Machine Learning.