Chapter 12: Project 1: End-to-End CI/CD Pipeline for a Web Application

Mon, 12 Jan 2026 00:00:00 +0000

Chapter 12: Project 1: End-to-End CI/CD Pipeline for a Web Application

Welcome to your first major DevOps project! Up until now, we’ve explored individual tools and concepts: from the Linux command line to Git for version control, Docker for containerization, and the fundamentals of CI/CD. Now, it’s time to bring them all together and build something truly powerful: an End-to-End CI/CD Pipeline for a Web Application.

This chapter is your opportunity to apply everything you’ve learned in a practical, hands-on scenario. You’ll set up a complete workflow that automatically takes your code from a Git repository, builds it, tests it (conceptually for this project), containerizes it, and then prepares it for deployment. This automation is the heart of modern software delivery, enabling faster, more reliable releases.

Project 1: Real-time Sentiment Analyzer Web App

Sun, 26 Oct 2025 00:00:00 +0000

7. Project 1: Real-time Sentiment Analyzer Web App

This project will guide you through building a complete, interactive web application for real-time sentiment analysis. You’ll apply the core concepts of Transformers.js, including pipeline initialization, handling user input, and displaying results dynamically, all running entirely in the user’s browser.

7.1. Project Objective and Problem Statement

Objective: Create a web application where users can type or paste text, and the application instantly provides the sentiment (positive, negative, neutral) along with a confidence score.

Web App on AI VOID

Chapter 12: Project 1: End-to-End CI/CD Pipeline for a Web Application