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This tutorial discusses how to detect toxic comments on the internet using deep learning. Nicholas Fronot explains how to pass natural language sentences through a deep learning model to identify different types of toxicity, such as severe toxicity and threats. The tutorial covers loading and pre-processing data, including tokenization.