MLOps Project: Brazilian E-Commerce Analysis Using ZenML

Project Overview

This project aims to explore and analyze the Brazilian E-Commerce Public Dataset provided by Olist, focusing on applying MLOps practices to build, deploy, and monitor machine learning models effectively. As a beginner in MLOps, I utilized ZenML to streamline the workflow, ensuring efficient model development and deployment.

Getting Started

1. Clone this repository to your local machine
2. Install the required libraries using **pip install -r requirements.txt.
3. Follow the notebook provided to explore the dataset and run the ML models.
4. Use ZenML commands to manage your MLOps pipeline.