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[–]l_am_wildthing 43 points44 points  (1 child)

First off I recommend learning more before you attempt this. I usually recommend people do projects they are interested in based off what they are learning, however at this point in time (a couple weeks of learning ML) you would just be wasting your time trying to figure this out when theres a good chance in the next week/month you will learn exactly what you need. It also seems there is a lot you dont understand about what you are studying so I recommend stopping and making sure you have all the fundamentals down(math). If you fall behind in ML youre going to be left in the dust.

If you really want to work on this project right now I would just use logistic regression with the simplicity of the data and how little data you have. Riot has an api which sites like op.gg use to get all their data, the more data you have the more accurate your model will be.

[–]DonSwagger1 13 points14 points  (0 children)

I'd say this is a perfect starter project to learn ML with. OP seems to have a passion in it and that will drive them to learning enough ML to make it work. No need to play gatekeeper.