Automated ML Pipeline with GitLab CI/CD

Description

This project focuses on automating machine learning workflows with GitLab CI/CD. It includes setting up a GitLab Runner and pipeline to automate key stages such as model training, testing, and deployment to ensure efficiency and consistency throughout the ML lifecycle.

Utilities Used

• GitLab
• GitLab Runner
• Flask
• Scikit-learn
• Docker
• Pickle
• Python
• curl

Project Walk-through

Setup GitLab Runner


Upload all the files in Repository


Define CI/CD Pipeline Configuration


View ML Pipeline Status and Troubleshoot (if require)


Final Testing