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In this tutorial, Michelle Sharfstein introduces FastText, a text classification library. She discusses the importance and applications of text classification, such as web application search and content ranking. She explains how FastText builds, uses, and evaluates classification models. Michelle also provides examples to demonstrate the practical use of FastText.