Machine Learning

Car Price Prediction with Machine Learning featured image

Car Price Prediction with Machine Learning

End-to-end regression pipeline predicting car prices, comparing manual ML workflows against PyCaret's automated comparison and interpreting results with SHAP and LIME.

Disaster Tweet Classification featured image

Disaster Tweet Classification

Binary classification pipeline that distinguishes real disaster tweets from casual ones, using TF-IDF features and machine learning baselines on a Kaggle dataset of 7,613 labelled …