A collection of academic data analysis and machine learning tasks covering text analysis, classification, and market basket analysis.
A text analysis task focused on exploring and processing textual data using Natural Language Processing techniques.
A classification task implementing the Naive Bayes algorithm for predictive analysis.
An analysis of item relationships and purchasing patterns using Market Basket Analysis and association rule mining.
- Python
- Pandas
- NumPy
- Scikit-learn
- Natural Language Processing
- Naive Bayes
- Market Basket Analysis
- Association Rule Mining
- Jupyter Notebook