Sentiment Analysis and Recommendation Notebooks

Collection of notebook experiments covering sentiment analysis and recommendation systems. The repository is kept as a compact machine learning practice archive.

Contents

• Sentiment_Analysis_for_Twitter_TMLC_Fellowship.ipynb - Twitter sentiment analysis workflow.
• Movie_Recommend.ipynb - Movie recommendation notebook experiment.

Skills Demonstrated

• Exploratory data analysis in notebooks.
• Text preprocessing for NLP tasks.
• Model experimentation and evaluation.
• Recommendation-system prototyping.

Project Notes

These notebooks are older learning projects, but keeping them documented makes the repository easier to understand for reviewers and separates it from my current production-oriented work.