What is this project?
This project is an individual coursework developed as part of an AI module during my exchange program in the United Kingdom.
The goal of the project is to analyze user comments and determine whether the overall sentiment of the feedback is positive or negative using machine learning techniques.
What I worked on
- Defining the sentiment analysis problem and evaluation objective
- Preprocessing text data for machine learning input
- Training and testing a basic sentiment classification model
- Analyzing model output and limitations
Tech Snapshot
Natural Language Processing · Machine Learning · Sentiment Analysis
Reflection
This project helped me understand how abstract AI concepts can be applied to real-world text data, even with relatively simple models.
It also highlighted the importance of data quality, problem formulation, and recognizing the limitations of basic machine learning approaches.