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The Python ecosystem has a large number of libraries and tools that support machine learning, such as NumPy, Pandas, Matplotlib, TensorFlow, and scikit-learn. These libraries provide powerful algorithms and tools that enable developers to perform complex data analysis, build predictive models and perform data visualization.