[P] Beginner - What to look for • r/MachineLearning

So I'm a .NET developer been doing it for a few years now. AI has always been a seeming interest of mine. Now I've finally found a "Simple", enjoyable and "practical" use for building a system which could utilize a form of Machine Learning. So to give some context; the project is to classify outliers in a large amount of program errors we get on a day to day basis. So, we'll get roughly 100 or so just general errors ranging from "The phone number you used doesn't exist", these are what I'd like to call general errors, or noise. Then we get other major errors; now these are the ones we'd like to'flag' - the outliers in the noise.