Building Intelligent Systems: A Guide to Machine Learning Engineering

©  Geoff Hulten 2018

Geoff HultenBuilding Intelligent Systemshttps://doi.org/10.1007/978-1-4842-3432-7_9

9. Getting Data from Experience

Geoff Hulten¹ 

(1)

Lynnwood, Washington, USA

 

Intelligence creators can work with all sorts of data, even crummy data. But when they have good data, their job is much easier—and the potential of the intelligence they can create is much greater. An ideal intelligent experience will control the interactions between users and the Intelligent System so that the record of those interactions makes it easy to create high-quality intelligence.

Before exploring ways you can craft intelligent experiences to get data from your users, let’s consider the alternative: you could gather data yourself. Traditionally, machine learning ...