Australia Weather — Rain Prediction

Australia Weather — Rain Prediction

EDA · Preprocessing · Classification · Regression

A full ML pipeline on 142,193 daily weather observations from 49 Australian cities (2008–2017). The project

predicts whether it will rain tomorrow (classification) and estimates rainfall amount (regression) through rigorous

EDA, skewness-guided imputation, encoding, scaling, and multi-model evaluation.

Python

Pandas

NumPy

Seaborn

Matplotlib

Scikit-learn

KEY METRICS

XGBoost

LightGBM

SMOTE