Machine Learning Systems and Intelligent Applications
William C. Benton
Abstract
Machine learning techniques are useful in a wide range of contexts, but techniques alone are insufficient to solve real business problems. We introduce the intelligent applications concept, which characterizes the structure and responsibilities of contemporary machine learning systems.
Topics & Concepts
Computer scienceSoftware engineeringIntelligent decision support systemArtificial intelligenceHuman–computer interactionMachine learningData Stream Mining TechniquesSoftware System Performance and ReliabilityCloud Computing and Resource Management