Predictive Modeling - Rain Prediction in Australia

Problem Statement:

Predictive model on Rain Dataset to predict whether or not it will rain tomorrow in Australia

Data Source:

The dataset is taken from Kaggle and contains about 10 years of daily weather observations from many locations across Australia.

Demo:

https://predict-rain-in-australia.herokuapp.com/

Project Folder Structure:

.(site root)
├── Data
|   ├── weatherAUS.csv
└── Notebooks
|   ├── Rain in Australia Note book.ipynb
└── Pickle_Files
|   ├── scaler.pkl              
|   ├── logreg.pkl 
└── static
|   ├── css
|   |   └── font-awesome
|   |   └── index.css
|   |   └── social-media.css
|   └── fonts
|   └── images
└── templates
|   ├── index.html             
|   ├── rainyday.html
|   ├── sunnyday.html
└── .gitignore
└── Procfile
└── README.md
└── app.py
└── requirements.txt

To know more about how to approach the problem statement, do vist my article, which is published in Analytics Vidya.