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