Covid-19 Prediction Model
A machine learning model to predict Covid-19 cases in a certain county based on historical data
🔧tool📅 March 2021💻 Python
Technologies Used:
PythonDjango TensorflowNumpyScrapy
About This Project
A three part project which scrapes public web data for past COVID-19 cases in my home county, trains a Long Short Term Memory(LSTM) machine learning model using TensorFlow to predict future cases, and builds a simple web app to display predictions.
Key Features
- Web Scraper to gather historical Covid-19 case data
- TensorFlow LSTM model to predict future cases
- Web app to display predictions
- Live map feature on home page of web app
📸 Project Gallery
Images
Blank Portal, Data History Cleared
Donation Log With Transactions
Donation Log With Transactions
Videos
Real-time user demonstration
Project Info
- Primary Language
- Python
- Category
- tool
- Completion Date
- March 2021
- Repository
- View on GitHub →