Scikit-learn is an open-source machine learning library for Python. It provides simple and efficient tools for data mining and data analysis and is built on NumPy, SciPy, and Matplotlib. Scikit-learn includes a wide range of machine learning algorithms for classification, regression, clustering, dimensionality reduction, and more. It is widely used in both academia and industry for building and deploying machine learning models.