How to Create a Sentiment Analysis Model From Scratch

Sentiment analysis is a natural language processing (NLP) technique that identifies the attitude behind a text. It is also known as opinion mining. The goal of sentiment analysis is to identify whether a certain text has positive, negative, or neutral sentiment. It is widely used by businesses to automatically classify the sentiment in customer reviews. Analyzing large volumes of reviews helps gain valuable insights into the customers' preferences.