KndHvH/deploy-auto-ml-ousadia

This GitHub repository hosts a Machine Learning project developed as part of a course at FIAP. The project's objective is to deploy an AutoML model, simulating an Ifood case, using PyCaret and Streamlit.

deploy-auto-ml-ousadia

This GitHub repository hosts a Machine Learning project developed as part of a course at FIAP. The project's objective is to deploy an AutoML model, simulating an Ifood case, using PyCaret and Streamlit.

Technology and Resources

• Python 3.10
• Docker
• Docker Compose
• Pipenv
• Streamlit

Running locally

How to Install

make local/install

How to enter the virtual environment

make local/shell

How to Run

make local/run

Running Docker

How to Build Docker

make docker/build

How to Run

make docker/run

Recommended command to running the application

make docker/build && make docker/run

Host To Access Web Application

• https://ousadia-automl.streamlit.app

Helpful commands

Please, check all available commands in the Makefile for more information.