NaturalLanguageProcessing_PythonandNLTK

Natural Language Processing: Python and NLTK Table of Contents Natural Language Processing: Python and NLTK Natural Language Processing: Python and NLTK Credits Preface What this learning path covers What you need for this learning path Who this learning path is for Reader feedback Customer support Downloading the example code Errata Piracy Questions 1. Module 1 1. Introduction to Natural Language Processing Why learn NLP? Let's start playing with Python! Lists Helping yourself Regular expressions Dictionaries Writing functions Diving into NLTK Your turn Summary 2. Text Wrangling and Cleansing What is text wrangling? Text cleansing Sentence splitter Tokenization Stemming Lemmatization Stop word removal Rare word removal Spell correction Your turn Summary 3. Part of Speech Tagging What is Part of speech tagging Stanford tagger Diving deep into a tagger Sequential tagger N-gram tagger Regex tagger Brill tagger Machine learning based tagger Named Entity Recognition (NER) NER tagger Your Turn Summary 4. Parsing Structure in Text Shallow versus deep parsing The two approaches in parsing Why we......