Natural Language Processing

• Artificial Intelligence What are the methods of artificial intelligence and machine learning?

• Natural Language Understanding (NLU) This focuses on semantic analysis or determining the intended meaning of text.
• Natural Language Generation (NLG) This focuses on text generation by a machine.
• Speech Recognition This involves the translation of spoken language into text.
• Sentiment Analysis An NLP technique that analyzes text to identify its sentiments, such as "positive," "negative," or "neutral." Sentiment analysis is commonly used by businesses to better understand customer feedback.
• Summarization An NLP technique that summarizes a longer text, in order to make it more manageable for time-sensitive readers.
• Keyword Extraction An NLP technique that analyzes a text to identify the most important keywords or phrases. Keyword extraction is commonly used for search engine optimization (SEO), social media monitoring, and business intelligence purposes.
• Tokenization The process of breaking characters, words, or subwords down into "tokens" that can be analyzed by a program.