Data Science Related Projects

1. Air Quality Index Prediction for Urban Areas Link to heading

August 2023 | Python | Linear Regression

Predict Air Quality Index of Urban Areas using various physical attributes

Linear Regression to make predictions with 96.8% accuracy

Project Report | Presentation

2. SPAM / HAM Classifer Link to heading

April 2023 | Python | Multinomial Naive Bayes

Predict Whether a message is SPAM or HAM using Multinomial Naive Bayes

Trained on 5572 messages with 98.4% accuracy

Supports User Input based flag corrections

Source Code | Demo