Project Overview
NLP-based sentiment analysis tool for social media data. Uses advanced ML techniques for accurate sentiment prediction.
Key Features
- Text preprocessing pipeline
- Multiple ML model implementations
- Real-time sentiment analysis
- Visualization of results
Technical Challenges
Handling various text formats and languages while maintaining accuracy was a major challenge that required sophisticated preprocessing techniques.
Key Learnings
Enhanced knowledge of NLP techniques, text preprocessing, and machine learning model selection for text analysis tasks.