NLP is the art of analyzing and understanding human languages by machines. According to many studies, more than 75% of the used data is unstructured. Unstructured data does not have a predefined data model or not organized in a predefined manner. Emails, tweets, daily messages and even our recorded speeches are forms of unstructured data. NLP is a way for machines to analyze, understand, and derive meaning from natural language. NLP is widely used in many fields and applications, such as:
- Real-time translation
- Automatic summarization
- Sentiment analysis
- Speech recognition
- Build chatbots
Generally, there are two different components of NLP:
- Natural Language Understanding (NLU): This refers to mapping input into a useful representation.
- Natural Language Generation (NLG): This refers to transforming internal representations into useful representations. In...
