Introduction to text preprocessing
Sharvari Dhote
Total time needed: ~18 minutes- Learning Objectives
- This list will you help understand basics of text preprocessing techniques in NLP
- Potential Use Cases
- Text classification, Sentiment analysis , Text analytics
- Target Audience
- BEGINNER
Go through the following annotated items in order:
ARTICLE 1. Text preprocessing
- What is text preprocessing?
3 minutes
ARTICLE 2. Text preprocessing techniques
- Why we need text preprocessing?
- Basic text preprocessing tasks explained
10 minutes
ARTICLE 3. Regular expressions for text preprocessing
- What is regular expression?
- How to write regular expressions to do text preprocessing?
10 minutes
ARTICLE 4. Text Normalization
- What is text normalization?
15 minutes
ARTICLE 5. Text preprocessing using Spacy
- Easy to understand text preprocessing code implementation and concept explanation
10 minutes
Concepts Convered