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Corrected capitalization, corrected to American spellings and typos (#30685)

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* Translate challenge subtitles and example challenge text to Spanish

* Corrected errors in syntax and punctuation

* Multiple corrections of it/s to its plus other grammar corrections

* Correction and added paragraph to CSS Flex article

* Corrected my own typo

* Corrected capitalization, American spellings and typos
This commit is contained in:
S.Hale
2018-11-07 15:34:13 +00:00
committed by Paul Gamble
parent 624f328f29
commit 3920b7c4ce
119 changed files with 551 additions and 536 deletions
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guide/english/machine-learning/natural-language-processing/index.md
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@@ -21,26 +21,26 @@ In simpler terms, it is a process in which natural language generated by humans
#### 3.Hard or still need lot of work
*Text Summarization
*Machine dialog system
### Common Techniques
*Structure extraction
*Identify and mark sentence, phrase, and paragraph boundaries
*Language identification
*Tokenization
*Acronym normalization and tagging
*Lemmatization / Stemming
*Lemmatization / Stemming
*Entity extraction
*Phrase extraction
### Popularly Used Libraries
*NLTK, the most widely-mentioned NLP library for Python.
*NLTK, the most widely-mentioned NLP library for Python.
*SpaCy, an industrial-strength NLP library built for performance.
*Gensim, a library for document similarity analysis.
*TextBlob, a user-friendly and intuitive NLTK interface.
*CoreNLP from stanford group
*CoreNLP from Stanford Group
*PolyGlot, a natural language pipeline that supports massive multilingual applications.
#### More Information:
<!-- Please add any articles you think might be helpful to read before writing the article -->
For further reading :