Once an analyst has manually reviewed something, a software system updates a row in a database to mark it as done. Our marketing team calls this machine learnin

Once an analyst has manually reviewed something, a software system updates a row in a database to mark it as done. Our marketing team calls this machine learning, because the system "learns" not to give analysts the same work twice. We also use ML to classify bittorrent filenames into media categories, but it's pretty trivial and frankly the initial heuristics applied to clean the data do more of the work than the ML achieves.