Natural Language Processing in JavaScript with Natural

via egghead.io

Overview

Embark on a journey through the realm of Natural Language Processing (NLP) in JavaScript with our comprehensive course, brought to you exclusively by egghead.io. Dive into the intricacies of Natural's API, a powerful tool for processing text through JavaScript. This course is meticulously designed to teach you the essentials of manipulating language strings, identifying word roots, mastering inflectors, sequencing words, and part-of-speech tagging.

Uncover the secrets to extracting significant statistics from text. Learn the art of string comparison, text classification using machine learning techniques, and leveraging the tf-idf tool to pinpoint relevant words. Explore the additional features that Natural offers, such as WordNet's vast dictionary/thesaurus, a phonetics comparer for auditory similarities between words, and an innovative spellcheck functionality.

Gain insight into the use of tries and digraphs, two advanced data structures that enhance your ability to analyze text effectively. This course is categorically tailored for enthusiasts and professionals interested in Machine Learning, Natural Language Processing (NLP), and JavaScript, aiming to equip you with the skills needed to excel in these dynamic fields.