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rust-community / rustbridge

[DEPRECATED] Workshop material to teach Rust in the style of Railsbridge
https://github.com/rustbridge/team
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Data analysis/simple Machine Learning tutorial #24

Open maciejkula opened 8 years ago

maciejkula commented 8 years ago

A short tutorial that walks through reading a small dataset from disk, then training and testing some simple machine learning models.

Spam detection would be a classic example.

skade commented 8 years ago

Assume no previous knowledge.

But, given that, simple classification sounds like something that can be done. (sorting email into buckets for example).

maciejkula commented 8 years ago

Yes, I'll assume no Rust knowledge (but I guess assuming some rudimentary ML knowledge is fine in the same way a web service tutorial would assume knowledge about requests, responses, maybe templating?).

There is a nice little spam/non-spam dataset for SMS messages which should be easy to use.

erickt commented 8 years ago

@maciejkula did a first pass for this in https://github.com/rust-community/rustbridge/tree/master/workshops/machine_learning.