Natural Language Processing (NLP) is a branch of artificial intelligence that focuses on the interaction between computers and humans through natural language. It enables machines to understand, interpret, and generate human-like text, bridging the gap between human communication and computer understanding.
Key Concepts in NLP
- Tokenization: Splitting text into individual words or phrases (tokens)
- Syntax Analysis: Understanding the structure of sentences
- Semantic Analysis: Grasping the meaning of language
- Machine Learning Models: Algorithms like RNN, CNN, and Transformers
Applications of NLP
- Chatbots and virtual assistants
- Sentiment analysis for social media
- Language translation services
- Text summarization tools
- Speech recognition systems
Evolution of NLP
- Rule-based systems (1950s–1990s)
- Statistical models (2000s)
- Deep learning breakthroughs (2010s–present)
Expand Your Knowledge
- Dive deeper into NLP tutorials
- Explore language models for advanced topics
- Check out AI basics to strengthen foundational concepts
Stay curious! 🚀