Artificial Intelligence (AI) and Natural Language Processing (NLP) are two rapidly evolving fields that are transforming the way we interact with technology. Here's a brief overview of the basics:
- AI is the simulation of human intelligence in machines that are programmed to think like humans and mimic their actions.
- NLP is a branch of AI focused on the interaction between computers and humans using natural language.
Key Concepts
- Tokenization: The process of breaking text into words, phrases, symbols, or other meaningful elements called tokens.
- Part-of-Speech Tagging: Identifying the parts of speech for each word in a sentence (noun, verb, adjective, etc.).
- Named Entity Recognition (NER): Identifying entities in text such as names, locations, organizations, etc.
Applications
- Chatbots: AI-powered chatbots can provide customer service, answer FAQs, and engage with users in natural language.
- Sentiment Analysis: Analyzing the sentiment of text to determine whether it is positive, negative, or neutral.
- Machine Translation: Translating text from one language to another using AI algorithms.
Learn More
For an in-depth understanding of AI-NLP, check out our comprehensive guide on AI-NLP Fundamentals.
AI-NLP Concept