Module 1 : Introduction to Natural Language Processing
  • Welcome to the Course
  • About the Course
  • Introduction to Natural Language Processing
  • Exercise : Introduction to Natural Language Processing
  • Python for Data Science (Optional)
Module 2: Learn to use Regular Expressions
  • Welcome to Module
  • Understanding Regular Expression
  • Implementing Regular Expression in Python
  • Exercise : Implementing Regular Expression in Python
Module 3: First Step of NLP - Text Processing
  • Welcome to Module
  • Tokenization and Text Normalization
  • Exercise : Tokenization and Text Normalization
  • Exploring Text Data
  • Part of Speech Tagging and Grammar Parsing
  • Exercise : Part of Speech Tagging and Grammar Parsing
  • Implementing Text Pre-processing Using NLTK
  • Exercise : Implementing Text Pre-processing Using NLTK
  • Build a Basic ML Model for Text Classification
Bonus Lecture
  • Bonus Lecture