Full Stack AI DevOps Course πŸš€ | Docker, Kubernetes & CI/CD

Learn Full Stack AI DevOps with real projects. Cover Docker, Kubernetes, CI/CD, Terraform. Prepare for job readiness from beginner to advanced.

Full Stack AI DevOps Course πŸš€ | Docker, Kubernetes & CI/CD
EmbarkX | Learn Programming
36.8K views β€’ Mar 23, 2026
Full Stack AI DevOps Course πŸš€ | Docker, Kubernetes & CI/CD

About this video

Welcome to our Full Stack AI DevOps Masterclass Course with Real Projects from Beginners to Advanced, focusing on building robust systems with microservices. Covers Docker, Microservices, Kubernetes, Github Actions, CI/CD, Terraform for Software Engineers. This online course is designed for aspiring devops engineer and those interested in devops with ai, providing comprehensive insights into modern software development. Engage with the content and let us know your thoughts!

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00:00 Course Introduction
05:48 Roadmap
05:53 GitHub Repository
07:24 What is DevOps & Why Developers Need It

*COMPLETE DOCKER MASTERCLASS*
22:22 What is Docker & Why It Changed Development
44:13 Docker Concepts
52:04 Docker Registry
01:03:13 Docker Architecture
01:08:26 Install Docker (Windows, Mac, Linux)
01:18:24 Running Docker Images
01:26:45 Running Containers (Normal vs Detached vs Port Mapping)
01:43:29 Challenge: Run Docker Images
01:51:09 Fix "Works on My Machine" Problem
01:59:24 Docker Container Lifecycle
02:09:14 Docker Image Tags & Versioning
02:16:16 Logs & Access Containers
02:36:18 Essential Docker Commands
02:49:54 Understanding Dockerfile

03:02:24 IDE Setup (VS Code / Tools)
03:06:59 Setup Project Locally
03:12:52 Containerize Python App
03:31:58 Containerize Node.js App
03:49:13 Containerize Spring Boot App
04:10:12 Level Up Your Journey πŸš€

*KUBERNETES MASTERCLASS (K8S)*
04:19:26 What is Kubernetes & Why It Exists
04:36:30 History of Kubernetes
04:41:58 Kubernetes Architecture
04:51:29 Setup Kubernetes Cluster
05:05:53 Pods & Deployments
05:10:58 Pods & Deployments (Hands-On)
05:13:20 Kubernetes Services
05:19:48 Services Hands-On
05:23:54 Self-Healing with Replicas
05:30:23 Scaling Pods
05:33:53 Rolling Updates (Zero Downtime)
05:41:31 How Services Select Pods
05:47:21 Debugging Pods
05:50:28 YAML for Deployments & Services
06:08:46 ConfigMaps & Secrets
06:26:24 Challenge: Deploy App on Kubernetes
06:41:33 Challenge: Deploy Microservices App

*CI/CD MASTERCLASS USING GITHUB ACTIONS*
07:02:15 Before CI/CD
07:07:42 What is CI/CD
07:17:20 CI/CD Pipelines Explained
07:23:11 GitHub Actions
07:25:08 CI/CD Fundamentals
07:32:43 Create Your First Pipeline
07:51:18 GitHub Actions VS Code Extension
07:53:21 Create Second Pipeline
08:02:37 Anatomy of CI Pipeline
08:08:54 Commands vs Actions
08:18:48 Environments, Secrets & Config
08:33:42 Inputs & Parameters
08:43:02 Job Dependencies & Flow
08:46:03 Context Objects Explained

08:54:34 Build & Test Spring Boot App
09:31:38 Build & Test Node.js App
09:59:59 Build & Test Python App

10:25:55 What is Continuous Deployment
10:29:25 CI/CD with Kubernetes
10:39:38 Create AWS EKS Cluster
10:42:52 Deploy to AWS EKS
11:03:11 Challenge: Deploy Node App to EKS
11:14:02 Challenge: Deploy Python App to EKS
11:20:20 Clean Up AWS Resources
11:21:55 Level Up Your Journey πŸš€

11:31:09 Full Stack AI DevOps + Projects
11:31:26 Complete DevOps Roadmap

#DevOps #Docker #Kubernetes #CICD #AWSEKS #githubactions
#DevOpsTutorial #LearnDevOps #DevOpsCourse
#embarkx #SoftwareEngineering

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36.8K

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Duration

11:31:41

Published

Mar 23, 2026

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