Approaches to Sentiment Analysis with Deep Learning Techniques

This diagram shows the different approaches to sentiment analysis, including Machine Learning (with Deep Learning as a subset), Lexicon-based approach, and Hybrid method. It also includes examples of deep learning techniques such as Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), and Transformers.