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 tools, 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 Analysis: Extracting meaning from text.
- Machine Learning: Using algorithms to train models on language data.
- Deep Learning: Advanced techniques like neural networks for complex tasks.
Common Applications
- Chatbots & Virtual Assistants 🤖
- Sentiment Analysis 😊😢
- Language Translation 🌍
- Text Summarization 📝
- Speech Recognition 🎤
Learning Resources
For deeper exploration, check our Machine Learning Guide or Deep Learning Tutorials.