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Data Mining and Text Analytics

This class was created by Brainscape user Rayno Mostert. Visit their profile to learn more about the creator.

By: Rayno Mostert
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Decks in this class (8)

Regular Expressions
Regex matches for ww oodchuck,
Regex matches for abc,
Regex matches for 1234567890
49  cards
Text Preprocessing
Corpus,
Lemma,
Word form
32  cards
N-gram Language Models
Ewlanguage models,
N gram,
Rmarkov models
18  cards
Naive Bayes and Sentiment Classification
Text categorization,
Sentiment analysis,
Spam detection
29  cards
Vector Semantics and Embeddings
Distributional hypothesis,
Vector semantics,
Representation learning
26  cards
Sequence Labelling for Parts of Speech and Named Entities
Part of speech tagging,
Named entity recognition,
Sequence labelling tasks
23  cards
Machine Translation and Encoder-Decoder Models
Machine translation,
3 components of an encoder decode...,
3 components of an encoder decode...
5  cards
Information Extraction
Information extraction,
Relation extraction,
Rdf triple
16  cards

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Data Mining and Text Analytics

  • Class purpose General learning

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