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Python text mining :perform text processing, word embedding, text classification and machine translation /

紀錄類型:	書目-語言資料,印刷品 : 單行本
正題名/作者:	Python text mining :/ Alexandra George
其他題名:	perform text processing, word embedding, text classification and machine translation /
作者:	George, Alexandra.
出版者:	India :BPB Publications,c2022.
面頁冊數:	xxi, 297 p. :ill. ;24 cm.
附註:	Includes index.
標題:	Programming languages (Electronic computers) -
ISBN:	9789389898781$q(pbk.) :

Python text mining :perform text processing, word embedding, text classification and machine translation /
George, Alexandra.

Python text mining :perform text processing, word embedding, text classification and machine translation /Alexandra George - India :BPB Publications,c2022. - xxi, 297 p. :ill. ;24 cm.

Includes index.

"Natural Language Processing (NLP) has proven to be useful in a wide range of applications. Because of this, extracting information from text data sets requires attention to methods, techniques, and approaches. 'Python Text Mining' includes a number of application cases, demonstrations, and approaches that will help you deepen your understanding of feature extraction from data sets. You will get an understanding of good information retrieval, a critical step in accomplishing many machine learning tasks. We will learn to classify text into discrete segments solely on the basis of model properties, not on the basis of user-supplied criteria. The book will walk you through many methodologies, such as classification, that will enable you to rapidly construct recommendation engines, subject segmentation, and sentiment analysis applications. Toward the end, we will also look at machine translation and transfer learning."-- adapted from jacket.

ISBN: 9789389898781$q(pbk.) :NT981Subjects--Topical Terms:

149354
Programming languages (Electronic computers)

Python text mining :perform text processing, word embedding, text classification and machine translation /
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020 $a 9789389898781$q(pbk.) : $c NT981
100 1 $a George, Alexandra. $3 1000147782
245 1 0 $a Python text mining : $b perform text processing, word embedding, text classification and machine translation / $c Alexandra George
260 # $a India : $b BPB Publications, $c c2022.
300 $a xxi, 297 p. : $b ill. ; $c 24 cm.
500 $a Includes index.
520 # $a "Natural Language Processing (NLP) has proven to be useful in a wide range of applications. Because of this, extracting information from text data sets requires attention to methods, techniques, and approaches. 'Python Text Mining' includes a number of application cases, demonstrations, and approaches that will help you deepen your understanding of feature extraction from data sets. You will get an understanding of good information retrieval, a critical step in accomplishing many machine learning tasks. We will learn to classify text into discrete segments solely on the basis of model properties, not on the basis of user-supplied criteria. The book will walk you through many methodologies, such as classification, that will enable you to rapidly construct recommendation engines, subject segmentation, and sentiment analysis applications. Toward the end, we will also look at machine translation and transfer learning."-- adapted from jacket.
650 # 0 $a Programming languages (Electronic computers) $3 149354
650 # 0 $a Python (Computer program language) $3 163241
650 # 0 $a Natural language processing (Computer science. $3 1000147783