Scikit-learn provides a wide range of algorithms and tools for tasks such as classification, regression, clustering, and dimensionality reduction. Scikit-learn is designed to be easy to use and integrates well with other scientific computing libraries like NumPy and Pandas. It also provides utilities for data preprocessing, model evaluation, and model selection. To install Scikit-learn in Python, you can use the command pip install scikit-learn.