NLP-IN-PRACTICE

Use these NLP, Text Mining and Machine Learning code samples and tools to solve real world text data problems.

Notebooks / Source

Links in the first column take you to the subfolder/repository with the source code.

Task	Related Article	Source Type	Repository
Large Scale Phrase Extraction	phrase2vec article	python script	kavgan/phrase-at-scale
Word Cloud for Jupyter Notebook and Python Web Apps	word_cloud article	python script + notebook	kavgan/word_cloud
Gensim Word2Vec (with dataset)	word2vec article	notebook	kavgan/nlp-in-practice
Reading files and word count with Spark	spark article	python script	kavgan/nlp-in-practice
Extracting Keywords with TF-IDF and SKLearn (with dataset)	tfidf article	notebook	kavgan/nlp-in-practice
Text Preprocessing	text preprocessing article	notebook	kavgan/nlp-in-practice
TFIDFTransformer vs. TFIDFVectorizer	tfidftransformer and tfidfvectorizer usage article	notebook	kavgan/nlp-in-practice
Accessing Pre-trained Word Embeddings with Gensim	Pre-trained word embeddings article	notebook	kavgan/nlp-in-practice

This repository is maintained by Kavita Ganesan. Please contact me directly if you have questions.