Preview Natural Language Processing using NLTK- Self Learning Course

Course Content

Module 1: Introduction

1. Introduction to NLP using NLTK

2. Environment Set Up

Module 2: Pre Processing Techniques

1. Tokenization

2. StopWords

3. Stemming

4. Lemmatization

Module 3: Advanced Pre Processing Techniques

1. Parts of Speech Tagging

2. Chunking- Part 1

3. Chunking- Part 2

4. Chinking

5. Named Entity Recognition

6. Wordnet- Part 1

7. Wordnet- Part 2

Module 4: Classification Algorithm

1. Text Classification- Part 1

2. Text Classification- Part 2

3. Word as a feature for Learning

4. Integrating Naive Bayes Classifier with NLTK

5. Pickling

6. Integrating Sci-Kit Classifier with NLTK- Part 1

7. Integrating Sci-Kit Classifier with NLTK- Part 2

Module 5: Capstone Project

1. Introduction (1)

2. Part- 1

3. Part- 2

4. Part- 3

Assessment Quiz