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 language, making technologies like chatbots, translation services, and voice assistants possible. 💡
Key Concepts in NLP
- Tokenization: Splitting text into individual words or phrases (tokens)
- Syntax Analysis: Understanding the grammatical structure of sentences
- Semantic Understanding: Grasping the meaning and context of language
Common Applications
- Chatbots 🤖
- Machine Translation 🌍
- Sentiment Analysis 😊/😢
- Text Summarization 📝
- Speech Recognition 🎤
Challenges in NLP
- Ambiguity in language (e.g., homonyms, sarcasm)
- Contextual Understanding
- Cultural and Linguistic Diversity
For deeper exploration, check our tutorial on NLP basics. 📖
Learn more about NLP use cases to see real-world examples. 🌐