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Chris McCormick is back with episode three of his Burt research series, where he previously discussed the Burt tokenizer and word embeddings. In this episode, he will apply Burt to a text classification task to demonstrate practical use. The goal is to see how Burt is applied in practice and gain insight into its internal architecture. More details on Burt's architecture will be covered in upcoming episodes.