Online Machine Learning: Integrate user's feedback

When we come up with a machine learning model, especially when we apply it or them to a product, the problem of how to make sure its update all the time always confuses engineers. As for the solutions, they can mainly split into offline and online methods. In this article, I am gonna introduce the online learning technique I implemented during a project and present how we implemented it based on situations.