Tag Archives: NLTK

Named Entity Recognition – Natural Language Processing With Python and NLTK p.7

Named entity recognition is useful to quickly find out what the subjects of discussion are. NLTK comes packed full of options for us. We can find just about any named entity, or we can look for specific ones. NLTK can either recognize a general Discover A Lot More

Part of Speech Tagging – Natural Language Processing With Python and NLTK p.4

Part of Speech tagging does exactly what it sounds like, it tags each word in a sentence with the part of speech for that word. This means it labels words as noun, adjective, verb, etc. PoS tagging also covers tenses of the parts of speech. This Discover A Lot More

Scikit-Learn incorporation – Natural Language Processing With Python and NLTK p.15

Despite coming packed with some classifiers, NLTK is mainly a toolkit focused on natural language processing, and not machine learning specifically. A module that is focused on machine learning is scikit-learn, which is packed with a large array Discover A Lot More

Tony Ojeda, Benjamin Bengfort, Laura Lorenz – Natural Language Processing with NLTK and Gensim

Speakers: Tony Ojeda, Benjamin Bengfort, Laura Lorenz In this tutorial, we will begin by exploring the features of the NLTK library. We will then focus on building a language-aware data product - a topic identification and document clustering algorithm Discover A Lot More

Twitter Sentiment Analysis – Natural Language Processing With Python and NLTK p.20

Finally, the moment we've all been waiting for and building up to. A live test! We've decided to employ this classifier to the live Twitter stream, using Twitter's API. We've already covered how to do live Twitter API streaming, if you missed Discover A Lot More

Natural Language Processing With Python and NLTK p.1 Tokenizing words and Sentences

Natural Language Processing is the task we give computers to read and understand (process) written text (natural language). By far, the most popular toolkit or API to do natural language processing is the Natural Language Toolkit for the Python programming Discover A Lot More