Australia Rainfall Prediction 🌦️
Predicting the likelihood of rainfall in Australia using historical weather data and machine learning.
📌 Overview
This project builds a supervised machine learning model to forecast whether it will rain the next day at various Australian weather stations. The goal is to help meteorologists and the public make data-driven decisions by analyzing historical climate patterns.
🧰 Tech Stack
Language: Python
Libraries: pandas, numpy, scikit-learn, matplotlib, seaborn, joblib
Modeling: Logistic Regression, Random Forest, and Gradient Boosting (tuned & compared)
Environment: Jupyter Notebook / Python 3.10
Dataset: https://www.kaggle.com/datasets/jsphyg/weather-dataset-rattle-package