A faithful butler, who reads the news everyday for you and selects which topics he knows you will be more intereste in. That would be really nice, ha?
If you’re like me, can’t afford one, you need an algorithm that does that for you. For this one, I’ve got you.

Say, you’re a journalist who writes for a nutrition magazine, a nutritionist, a committed person to healthy eating, or simply a nutrition enthusiast. You follow nutrition posts, but online there’s a ton of other posts about cooking that you don’t care about; you really would love to separate the two so you don’t end up skimming through many posts that you are not interested in.

For that, I have tested out several natural langauge processing models to classify which post falls into which category: cooking, or nutrition.

I have reached an excellent model, with accuracy 98%.
So you can rest assured that almost all of the posts are being classified correctly!