intrawebgoat / rugby-score-prediction

An end-to-end machine learning web app to predict rugby scores (Pandas, SQLite, Keras, Flask, Docker)

Rugby score prediction

An end-to-end machine learning web app to predict rugby scores

Overview

An demo project to provide a high-level overview of the key steps needed in going from raw data to a live deployed machine learning app.

What is covered

• Data wrangling with Pandas & data storage with SQLite
• Machine learning (Neural Network) with Keras
• Web app with Flask (and a bit of CSS & HTML)
• App deployment with Docker and Heroku

Read more here: https://towardsdatascience.com/an-end-to-end-machine-learning-project-with-python-pandas-keras-flask-docker-and-heroku-c987018c42c7