Machine learning (ML) frameworks are interfaces that allow data scientists and developers to build and deploy machine learning models faster and easier. Machine learning is used in almost every industry, notably finance, insurance, healthcare, and marketing. Using these tools, businesses can scale their machine learning efforts while maintaining an efficient ML lifecycle.