These are the exercise files used for Natural Language Processing with Python NLTK Training course.

The course outline can be found in

https://www.tertiarycourses.com.sg/natural-language-processing-nlp-nltk.html https://www.tertiarycourses.com.my/natural-language-processing-nlp-nltk-malaysia.html

Module 1 Get Started on NLTK

• What is NLTK
• Install NLTK
• Download NLTK Data and Packages

Module 2: Text Analysis with NLTK

• Analyzing Text
• Tokenize
• Stop Words
• Stemming
• Lemmatizing
• POS Tagging
• NER & Chucking

Module 3: Corpus

• What is Text Corpus
• Corpus Attributes
• Create Your Own Corpus
• WorldNet
• Synset, Lemma, Definition
• Text Statistics

Module 4: Text Classification

• What is Text Classification
• Steps for Text Classification
• Save and Load Model
• Scikit Learn Classifiers with NLTK

Module 5: Advanced Topics

• Grammar Parse