CI/CD Pipelines

After this skill you can…

• Build a CI pipeline that runs tests on every PR
• Deploy to production with zero-downtime via GitHub Actions
• Implement automated security scanning in CI

Prerequisites

Watch (10 videos)

Tutorial 11- How To Deploy End To End ML Projects In Production AWS Cloud Using CI CD Pipeline

Krish Naik · beginner hands-on

→ Create CI/CD pipelines with Github Actions→ Use ECR and EC2 for deployment

EXTREMELY FAST & SIMPLE CI TESTING - SemaphoreCI

LearnCode.academy · beginner hands-on

→ Set up continuous testing→ Deploy a Node.js project

Building a CI workflow for those who hate it (using GitHub Actions)

Underfitted · beginner hands-on

→ Build a CI workflow using GitHub Actions→ Automate testing and model deployment

Improve Security With Automated Image Scanning Through CI/CD

The New Stack · intermediate hands-on

→ Implement automated image scanning in CI/CD pipelines→ Secure Kubernetes deployments

How To Setup Github Actions For CI/CD

ArjanCodes · beginner hands-on

→ Setup Github Actions for CI/CD→ Automate workflow using Pulumi's technology

MLOPS Tutorial- Automating Workflow Of CI/CD for Dockerized Flask App Using Github Action

Krish Naik · beginner hands-on

→ Automate CI/CD pipeline for Dockerized app→ Deploy app using Github Actions

How To Use GitHub Actions • Automate Your AWS Deployments

pixegami · beginner hands-on

→ Automate code deployments→ Set up CI/CD pipeline→ Deploy to AWS

Continuous Integration in C++

The Cherno · intermediate hands-on

→ Set up a CI/CD pipeline→ Automate code builds→ Deploy code to production

Model CI/CD Course: Creating Webhook automation

Weights & Biases · intermediate hands-on

→ Set up automation in model registry→ Implement webhook automation for Model CI/CD

Cloud Build - Create a CI/CD Pipeline

Fireship · intermediate hands-on

→ Create a CI/CD pipeline with Cloud Build→ Deploy an app to Firebase Hosting

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