Natural Language Processing (NLP)
Natural Language Processing enables computers to understand, interpret, and generate human language. This course covers text processing, language modeling, sentiment analysis, chatbots, machine translation, and modern NLP applications.
Students will work with real-world datasets and develop practical NLP applications using Python libraries and AI frameworks.
What Will I Learn?
- Text processing
- Language modeling
- Sentiment analysis
- Chatbot development
- Text classification
- NLP project deployment
Course Content
NLP Foundations
-
Introduction to NLP
-
Text Processing
-
Tokenization
-
Stop Words
Language Understanding
NLP Applications
Material Includes
- NLP datasets
- Project files
- Python notebooks
- Video tutorials
- Exercises
- Research materials
Requirements
- Python knowledge
- Basic machine learning understanding
Audience
- AI developers
- Data scientists
- Researchers
- Students
