Students and beginners interested in **machine learning, NLP, or text analytics** can follow the notebook step-by-step to understand how sentiment analysis systems are built in practice. The notebook also demonstrates how the best model can be saved and integrated into a simple **Streamlit web application for real-time predictions**.