Text Processing Course: Text Mining and Analytics

Name: Text Mining and Analytics Website: https://www.coursera.org/course/textanalytics Description Explore algorithms for mining and analyzing big text data to discover interesting patterns, extract useful knowledge, and support decision making. This course will cover the major techniques for mining and analyzing text … Continue reading

Text Processing Course: Natural Language Processing by Columbia University

Name: Natural Language Processing Website: https://www.coursera.org/course/nlangp Description Natural language processing (NLP) deals with the application of computational models to text or speech data. Application areas within NLP include automatic (machine) translation between languages; dialogue systems, which allow a human to … Continue reading

Text Processing Course: Stanford Natural Language Processing

Name: Natural Language Processing Website: https://www.coursera.org/course/nlp Description This course covers a broad range of topics in natural language processing, including word and sentence tokenization, text classification and sentiment analysis, spelling correction, information extraction, parsing, meaning extraction, and question answering, We … Continue reading

Open Source Text Processing Project: TextBlob

TextBlob: Simplified Text Processing Project Website: http://textblob.readthedocs.org/en/dev/ Github Link: https://github.com/sloria/textblob Description TextBlob is a Python (2 and 3) library for processing textual data. It provides a simple API for diving into common natural language processing (NLP) tasks such as part-of-speech … Continue reading

Open Source Text Processing Project: spaCy

spaCy: BUILD TOMORROW’S LANGUAGE TECHNOLOGIES Project Website: https://spacy.io/ Github Link: https://github.com/honnibal/spaCy Description spaCy is a library for industrial-strength natural language processing in Python and Cython. It features state-of-the-art speed and accuracy, a concise API, and great documentation. If you’re a … Continue reading

Text Processing Book: Foundations of Statistical Natural Language Processing, 1st Edition

Foundations of Statistical Natural Language Processing Description Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear. The book contains all … Continue reading

Text Processing Book: Speech and Language Processing, 2nd Edition

Speech and Language Processing, 2nd Edition Description For undergraduate or advanced undergraduate courses in Classical Natural Language Processing, Statistical Natural Language Processing, Speech Recognition, Computational Linguistics, and Human Language Processing. An explosion of Web-based language techniques, merging of distinct fields, … Continue reading