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PAPIs is the premier forum for the presentation of new machine learning APIs, techniques, architectures and tools to build predictive applications. It is a community conference that brings together practitioners from industry, government and academia to present new developments, identify new needs and trends, and discuss the challenges of building real-world predictive applications. PAPIs '16 is the 3rd International Conference on Predictive APIs and Apps, featuring 3 tracks (Technical, Business, Research) and the 1st AI Startup Battle where the jury is an AI. The audience is a mix of developers, software engineers, all-round data scientists, machine learning specialists, researchers, decision makers, managers, strategists and innovators. Previous editions took place in Sydney (PAPIs '15), Barcelona (PAPIs '14), Paris and Valencia (PAPIs Connect).