Automated Labeling

Let’s say you work at a social media website.

You want to build a system that will automatically detect the topic of new posts, but there are several thousand posts created every hour, not to mention all the posts that are already on the website.

How would you go about creating a machine learning model to classify posts by topic given the scale of the data?