1. Home
  2. Portfolio
  3. End-to-End Machine Learning Pipeline Project

Project information

  • Category: Data Analytics
  • Client: Personal
  • Project date: 29 February, 2024
  • Project URL: Github Code

Summary

I developed an end-to-end machine learning pipeline enabling data ingestion, transformation, model training, and evaluation for regression and classification tasks. Additionally, a user-friendly Flask-based web app facilitates predictions, deployed on Azure Web Apps with continuous integration via GitHub actions. The project enhances accessibility and scalability in machine learning workflows.