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hi everyone my name is Michelle Sharfstein and today Im going to talk to you about fast text which is a library for text classification so in this tech talk Im gonna cover a few different things first why is text classification important and what are some applications of text classification then Im going to look at fast text the library itself and talk about how it builds classification models and then how it uses them and evaluates them and then Ill go through an example or two so that you can see it in practice so first why text classification there are actually a lot of applications of text classification that are incredibly relevant for us every single day so the first are around web application search and content ranking so if Im a user on on a website I want to find all of the texts that are related to sports its really important for every piece of text to be able to classified into its correct category so that when Im looking for sports all of the most relevant content c