elvis-darko / AUTO-MACHINE-LEARNING-WEB-APP-USING-STREAMLIT-AND-PYCARET

This repository contains a practice streamlit app that automatically builds, trains and downloads(optional) the best performing machine learning model

AUTO-MACHINE LEARNING WEB APP USING STREAMLIT AND PYCARET

REPOSITORY OVERVIEW

This repository contains a practice streamlit apYp that automatically builds, trains and downloads(optional) a machine learning model.

CODE	NAME	Deployed App
PP 6	Auto ML App	STREAMLIT APP

TECH STACK

The tools and tech stack used in this repo include:

• Streamlit
• Docker
• Pycaret
• Pandas Profiling (now updated and maintained as ydata-profiling)

UPLOADING DATASET

In the data upload page, the user uploads the desired dataset from which machine learning models will be built.

PERFORMING AUTO MACHINE LEARNING

DOWNLOADING AND SAVING BEST PERFORMING MODEL

AUTHOR

(Elvis Darko)[]