From Machine Learning to Learning Machines: Creating an End-to-End Cognitive Process with Apache Spark™

This document discusses the evolution from traditional machine learning to learning machines. It outlines the machine learning process and highlights how learning machines enable continuous feedback and retraining through automated modeling. The key design principles of learning machines are presented as collaboration across roles, convergence of technologies, and simplicity through automation and intuitiveness. Examples are provided of how learning machines can power experiences and services.