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How to use machine learning (if you can’t code) to help your keyword research

Some final notes

So there we have it – an easy way to categorize 100k keywords in less than a few hours actual working time (by that I mean you’ll have to wait for the ML to go through the keywords one by one, but you won’t be working).

  • I haven’t found a way to do both at the same time yet, but I imagine there is a way to do it. 
  • The model we used is not as accurate as some of the other options in the engine. For example, using an ensemble model would yield better results, especially if the training model was smaller, but it’s slightly more complicated to configure. 
  • You can also use the engine to discover categories and closely related topics. But that’s for another post. 

It’s quite basic, but surprisingly powerful and a really nice introduction to machine learning. Have fun!