Natural Language Processing and Computational Linguistics [1st edition] 9781788838535, 178883853X

Work with Python and powerful open source tools such as Gensim and spaCy to perform modern text analysis, natural langua

1,859 55 6MB

English Pages 306 Year 2018

Table of contents :
Table of ContentsWhat is Text Analysis?Python Tips for Text AnalysisspaCy's Language ModelsGensim - Vectorizing text and transformations and n-gramsPOS-Tagging and its ApplicationsNER-Tagging and its ApplicationsDependency ParsingTop ModelsAdvanced Topic ModellingClustering and Classifying TextSimilarity Queries and SummarizationWord2Vec, Doc2Vec and GensimDeep Learning for textKeras and spaCy for Deep LearningSentiment Analysis and ChatBots

Natural Language Processing and Computational Linguistics [1st edition]
9781788838535, 178883853X

Author / Uploaded
Safari
an O'Reilly Media Company.; Srinivasa-Desikan
Bhargav

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