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The goal of this repository is to build a comprehensive set of tools and examples that leverage recent advances in NLP algorithms, neural architectures, and distributed machine learning systems. The content is based on our past and potential future engagements with customers as well as collaboration with partners, researchers, and the open sourc…

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imsanjoykb/Natural-Language-Processing

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1.Downloading Libs & Testing.ipynb
1.Downloading Libs & Testing.ipynb
 
 
10.Language Identifier Using Word Bigrams.ipynb
10.Language Identifier Using Word Bigrams.ipynb
 
 
11.Name Gender Identifier.ipynb
11.Name Gender Identifier.ipynb
 
 
12.Sentiment Analysis.ipynb
12.Sentiment Analysis.ipynb
 
 
13.Sentiment Analysis with nltk.ipynb
13.Sentiment Analysis with nltk.ipynb
 
 
14.Twitter Stream & Cleaning Tweets.ipynb
14.Twitter Stream & Cleaning Tweets.ipynb
 
 
15.Twitter Search.ipynb
15.Twitter Search.ipynb
 
 
16.NLTK with Greek Script.ipynb
16.NLTK with Greek Script.ipynb
 
 
17Langdetect langid Libraries.ipynb
17Langdetect langid Libraries.ipynb
 
 
18.Word2vec-(gensim).ipynb
18.Word2vec-(gensim).ipynb
 
 
2.Text Analysis Using nltk.ipynb
2.Text Analysis Using nltk.ipynb
 
 
3.Counting-Stop-Words.ipynb
3.Counting-Stop-Words.ipynb
 
 
4.Bigrams Stemming-Lemmatizing.ipynb
4.Bigrams Stemming-Lemmatizing.ipynb
 
 
5.Creating a POS Tagger.ipynb
5.Creating a POS Tagger.ipynb
 
 
6.Parts of Speech & Meaning.ipynb
6.Parts of Speech & Meaning.ipynb
 
 
7.Classifying News Documents.ipynb
7.Classifying News Documents.ipynb
 
 
8.Deriving N Gramsfrom Text.ipynb
8.Deriving N Gramsfrom Text.ipynb
 
 
9.Finding Unusual Words in Given Language.ipynb
9.Finding Unusual Words in Given Language.ipynb
 
 
LICENSE
LICENSE
 
 
README.md
README.md
 
 
requirements.txt
requirements.txt
 
 

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Author : Sanjoy Biswas

Data Scientist

Natural Language Processing For Beginners

Downloading and install library

Word Bigram

Word2Vector

Driving NWords

Finding Unusual Word

Finding Potential Word

Classify News Document

Classify Parts of speech

Classify Bag words

Classify website

Twitter Search

NLTK Library

Word data analysis

Creating a POS Tagger

Classify website

Parts of Speech

Classify News Documents

N Grams

BiGrams Stemming

Finding Unusual Word

Sentiment Analysis with NLTK

Twitter Search

Langdetect Langid library

Finding unusual word

Text Manipulation

Sanjoy Biswas

About

The goal of this repository is to build a comprehensive set of tools and examples that leverage recent advances in NLP algorithms, neural architectures, and distributed machine learning systems. The content is based on our past and potential future engagements with customers as well as collaboration with partners, researchers, and the open sourc…

Topics

python machine-learning natural-language-processing deep-learning sentiment-analysis text-classification word2vec text-analysis nltk nlp-machine-learning pos-tagging word2vec-algorithm langdetect nlp-course nlp-tutorial bigrams-search-algorithm gensiom

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