MLlib

MLlib is a software library within Apache Spark that provides tools for machine learning tasks. It simplifies building and deploying models by offering pre-built algorithms and methods for data analysis, classification, regression, clustering, and more. Designed to handle large-scale data efficiently, MLlib enables data scientists and engineers to develop intelligent applications that can learn from data, improve over time, and make predictions, all while leveraging distributed computing for speed and scalability.