This document discusses sentiment analysis techniques for understanding customer opinions expressed in text. It describes how sentiment analysis uses natural language processing and machine learning algorithms to classify text sentiments as positive, negative, or neutral. Conducting sentiment analysis can provide businesses with valuable customer insight to improve products, services, and marketing strategies.