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the web can be a pretty sketchy place sometimes comments can get pretty toxic well in this video were going to take a look at exactly how to detect them using deep learning lets do it [Music] [Music] whats happening guys my name is nicholas fronot and in this video were going to be taking a look at common toxicity so well be able to take some sentences of natural language pass them through a deep learning model and detect the different elements of toxicity within them this might be things like severe toxicity basic toxicity if there is such a thing as basic toxicity whether or not theres threats within those sentences so on and so forth well be able to see this in more detail as we take a look at our data now in this tutorial were going to be covering a bunch of stuff but specifically were first im going to focus on loading in our data were then going to take a look at what we need to do to pre-process that information so well specifically take a look at tokenization well