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Should be "raison d'être" with an accent over the 'e'.
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In the last section, "Using spaCy", the final part of code does not correctly run without adding the flag "jupyter=True" in Colab, as it prints out the raw svg code instead, as can be seen below in Im…
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On slide 3 and slide 107, "bag of words" is used
On slide 12, "bag-of-words" is used
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Slide 43 refers to "vectorisers" in the title, but slide 23 and 42 refer to "vectorizing"
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At the end of the last section of Lab 2.
"matrices" should say "matrix" here I believe
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I believe the slide is static without animations, so some text is currently covered by the image.
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In the introductory paragraph of the lab, "tokenisation" is used once whereas "tokenization" is used everywhere else (4 occurrences).
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The adjective should be "leftmost" not "left most"
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"sample manually labelled training sequences" should say "sample of manually labelled training sequences".
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From the "Visualising shift-reduce parsing" section, don't believe "And" should start a sentence, instead potentially using a comma instead of a full stop, and continuing the sentence on.
i.e "...a…