How is NLP Used to Conduct Sentiment Analysis Gaining a proper understanding of what clients and consumers have to say about your product or service or, more importantly, how they feel about your brand, is a universal struggle for businesses everywhere. Sentiment analysis uses ML models and NLP to perform text analysis of human language. The metrics used are designed