Definition:
NLP is a branch of Artificial Intelligence that enables machines to understand, interpret, and generate human language.
Key Points:
Combines linguistics and machine learning
Works with text and speech data
Core tasks include text analysis, translation, sentiment analysis, and speech recognition
Applications:
Chatbots and virtual assistants (Siri, Alexa)
Language translation (Google Translate)
Sentiment analysis for social media
Text summarization and question answering
Advantages:
Automates language-related tasks
Improves human-computer interaction
Limitations:
Ambiguity and context understanding are challenging
Requires large datasets for training
Take quizzes related to this topic and see where you stand!
Start Quiz Now