Natural Language Processing (NLP) is a field of artificial intelligence that focuses on the interaction between computers and humans through natural language. It involves the ability of computers to understand, interpret, and generate human language.
Key Components of NLP
- Text Processing: This involves tasks such as tokenization, stemming, and lemmatization.
- Sentiment Analysis: Determining the sentiment behind a piece of text, such as whether it is positive, negative, or neutral.
- Machine Translation: Translating text from one language to another.
- Entity Recognition: Identifying and classifying named entities in text, such as people, places, and organizations.
Applications of NLP
NLP has a wide range of applications, including:
- Customer Service: Automating responses to customer inquiries.
- Search Engines: Improving search results by understanding the context of queries.
- Medical Diagnostics: Analyzing medical records to assist in diagnosis.
Learn More
For more information on NLP, you can visit our NLP Resources page.
NLP in Action