Introduction to Natural Language Processing
5.0 /5- Offered byAnalytics Vidhya
Introduction to Natural Language Processing at Analytics Vidhya Overview
Total fee | Free |
Mode of learning | Online |
Official Website | Explore Free Course  |
Credential | Certificate |
Introduction to Natural Language Processing at Analytics Vidhya Highlights
- Earn a Certificate of Completion
Introduction to Natural Language Processing at Analytics Vidhya Course details
- Learner will know:
- Reading and working with text data using Python
- Learn to use Regular Expressions to extract patterns from text
- Text preprocessing
- NLP Project on Sentiment Analysis
- This course teaches basics of NLP, Regular Expressions and Text Preprocessing
Introduction to Natural Language Processing at Analytics Vidhya Curriculum
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)
AI&ML Blackbelt Plus Program (Sponsored)
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
Module 4: NLP Certification Exam
NLP Exam
Module 5: Where to go from here?
Where to go from here?
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