About the Project
A production-ready machine learning application that classifies movie reviews as positive or negative sentiment using natural language processing. Built with scikit-learn, Flask, and deployed on Render.
What I Learned / Technologies Used
- Deploying ML models to cloud production environments
- Logistic regression often outperforms complex models for text classification
- End-to-end ML pipelines from data preprocessing to live deployment
- Scikit-learn
- Flask web framework