AI Powered DevOps with Amazon Web Services


Module 1: DevOps Fundamentals

  • Introduction to DevOps

  • What is DevOps?

  • Why DevOps Matters

  • Roles & Responsibilities of a DevOps Engineer

  • DevOps Tools Ecosystem

  • DevOps Lifecycle & Practices

  • Cloud Computing Overview

  • CI/CD Concepts & Overview

Module 2: Software Development Life Cycle (SDLC)

  • Introduction to SDLC

  • SDLC Methodologies

  • Waterfall Model

    • Advantages & Disadvantages

  • Agile Development Methodology

  • Scrum Framework

  • Sprint Planning & Execution

Module 3: Linux Operating System

  • Operating System Fundamentals

  • Linux vs Windows

  • Linux Distributions (Flavors)

  • Linux Architecture

  • Linux Command Line Basics

  • File System & Directory Structure

  • Text Processing & Filters

  • Linux Text Editors (vi, vim, nano)

  • User & Group Management

  • File Permissions & Ownership

  • Process Management

  • Networking Commands

  • Package Management (YUM, APT)

  • Application Deployment on Linux

Module 4: Shell Scripting

  • Introduction to Shell Scripting

  • Why Shell Scripting in DevOps

  • Types of Shells

  • Command Line Arguments

  • Variables & Environment Variables

  • Operators

  • Conditional Statements

  • Loops

  • Case Statements

  • Functions

  • Cron Jobs & Task Automation

Module 5: Maven (Build Automation Tool)

  • Introduction to Build Tools

  • Automated Build Process

  • Maven Overview

  • Maven Installation & Setup

  • Maven Terminology

  • Archetypes

  • Project Creation using Maven

  • Dependency Management

  • Maven Repositories

    • Local

    • Central

    • Remote

  • Maven Goals & Lifecycle

Module 6: Apache Tomcat

  • Client–Server Architecture

  • Web Server vs Application Server

  • Apache Tomcat Overview

  • Tomcat Installation & Configuration

  • Tomcat Directory Structure

  • WAR File Deployment

  • Tomcat Admin Console

Module 7: Git & GitHub (Version Control)

  • Introduction to Version Control Systems

  • Git Fundamentals

  • Git vs GitHub

  • GitHub Account Setup

  • Git Architecture

  • Git Repositories

  • Staging vs Unstaging Area

  • Common Git Commands

  • Branching Strategies

  • Pull Requests & Code Collaboration

Module 8: SonarQube (Code Quality & Analysis)

  • Introduction to Code Review

  • SonarQube Architecture & Setup

  • Quality Profiles

  • Quality Gates

  • Bugs & Vulnerabilities

  • Code Smells & Technical Debt

Module 9: Nexus Repository Manager

  • Introduction to Nexus

  • Nexus Installation & Setup

  • Artifact Management

  • Snapshot & Release Repositories

  • Shared Libraries Management

Module 10: Docker (Containerization)

  • Introduction to Containers

  • Life Before & After Docker

  • Docker Installation & Setup

  • Docker Architecture

  • Docker Registry, Images & Containers

  • Dockerfile

  • Docker Networking

  • Docker Volumes

  • Docker Compose & Docker Swarm

  • Containerizing Applications

    • Spring Boot Application

    • Python Application

    • React & Angular Applications

Module 11: Kubernetes (Container Orchestration)

Kubernetes Fundamentals

  • Introduction to Kubernetes

  • Why Container Orchestration

  • Kubernetes Features & Benefits

  • Kubernetes Architecture

  • Master & Worker Nodes

  • Kubernetes Objects Overview

Kubernetes Setup & Basics

  • Kubernetes Cluster Setup

  • Docker Desktop / Minikube Installation

  • Creating Kubernetes Cluster

  • Kubernetes Configuration Files

  • Context Switching using kubectl

  • Pods & kubectl (Imperative vs Declarative)

  • Basic kubectl Commands

  • Inspecting Kubernetes Objects

  • Kubernetes Generators

YAML & Kubernetes Core Concepts

  • YAML Syntax & Structure

  • Metadata & Naming

  • Labels & Label Selectors

  • Namespaces

  • Kubernetes Dashboard

Workloads & Deployments

  • Pods

  • Multi-Container Pod Design Patterns

  • Replication Controller

  • ReplicaSets

  • Self-Healing Applications

  • Deployments

  • Rolling Updates & Rollbacks

  • Best Practices for Zero-Downtime Deployments

Services & Networking

  • Kubernetes Services Overview

  • ClusterIP, NodePort & LoadBalancer

  • Ingress & Ingress Controllers

  • Ingress Annotations & Rewrite Rules

  • Kubernetes DNS

  • Network Policies

  • Canary & Blue-Green Deployments

Advanced Kubernetes Concepts

  • ConfigMaps & Environment Variables

  • Secrets & Sensitive Data Handling

  • Shared Volumes

  • Persistent Volumes (PV) & PVC

  • StatefulSets & Headless Services

  • DaemonSets

  • Jobs & CronJobs

Amazon EKS (Elastic Kubernetes Service)

  • Introduction to Amazon EKS

  • Creating EKS Cluster (Console & CLI)

  • Connecting to EKS using kubectl

  • Deploying Applications on EKS

  • Pulling Images from ECR & Docker Hub

  • Managed vs Self-Managed Node Groups

  • EKS Networking (VPC CNI & Alternatives)

  • Logging & Monitoring (CloudWatch & Container Insights)

Kubernetes Security & Operations

  • Resource Limits & Quotas

  • Auto Scaling & Manual Scaling

  • Termination Grace Period

  • Init Containers

  • Node Selectors, Affinity & Anti-Affinity

  • Taints & Tolerations

  • Liveness & Readiness Probes

  • Authentication & Authorization

  • ServiceAccounts

  • Security Contexts

  • RBAC (Role-Based Access Control)

Observability & Debugging

  • Cluster Metrics

  • Application Monitoring

  • Container Logs

  • Debugging Kubernetes Applications

Helm (Kubernetes Package Manager)

  • Introduction to Helm

  • Why Helm

  • Helm Architecture & Commands

  • Helm Charts

  • Templates, Functions & Pipelines

  • Helm Repositories

Monitoring & Logging

  • Prometheus & Grafana

  • ELK Stack (Elasticsearch, Logstash, Kibana)

Module 12: Jenkins (CI/CD Automation)

  • Introduction to Jenkins

  • CI/CD Pipeline Concepts

  • Jenkins Installation & Setup

  • Master & Agent Architecture

  • Job Creation

  • Plugin Management

  • User & Security Management

  • Jenkins Pipelines

    • Declarative Pipeline

    • Scripted Pipeline

  • Parallel Stages

  • Error Handling

  • Build Triggers

  • Email Notifications

Module 13: Ansible (Configuration Management)

  • Introduction to Configuration Management

  • Ansible Overview

  • Ansible Installation & Setup

  • Ad-hoc Commands

  • Playbooks

    • Writing & Execution

  • YAML File Structure

  • Tags & Handlers

  • Error Handling

  • Roles & Role Creation

  • Ansible Galaxy

  • Ansible Vault

  • Ansible Tower / AWX

Module 14: Terraform (Infrastructure as Code)

  • Introduction to Infrastructure as Code (IaC)

  • Terraform Overview & Installation

  • Terraform Architecture

  • VS Code Setup for Terraform

  • HCL Basics

  • Resource Management

  • State & Lock Files

  • Infrastructure Provisioning

  • Input & Output Variables

  • Resource Tainting

  • Modules & Workspaces

  • Terraform Vault Integration

Module 15: Trivy (Security Scanning)

  • Introduction to Trivy

  • Installation & Setup

  • Vulnerability Scanning

    • Docker Images

    • File Systems

    • Kubernetes YAML

    • GitHub Repositories

Module 16: Amazon Web Services (AWS)

  • Introduction to Cloud Computing

  • Cloud Benefits

  • IaaS vs PaaS vs SaaS

  • AWS Overview

  • AWS Account Setup

  • AWS Services Overview

  • IAM

  • EC2, AMIs & Key Pairs

  • Security Groups & Load Balancing

  • Auto Scaling

  • EBS Volumes & Snapshots

  • S3, RDS

  • Elastic Beanstalk

  • AWS Lambda

  • CloudWatch, SNS, EFS

  • VPC, EKS, Route 53

  • AWS Billing & Cost Management

Module 17: AI-Assisted DevOps

  • Introduction to AI in DevOps

  • Foundations of AIOps

  • Prompt Engineering for DevOps Engineers

  • Working with Large Language Models (LLMs)

  • AI-Driven Shell Scripting & CLI Automation

  • AI for Monitoring, Observability & Incident Management

  • AI for DevSecOps

  • AI for FinOps & Cost Optimization

  • Building AI Agents for DevOps (Hands-On)

  • Advanced AI Agents for End-to-End DevOps Workflows

  • Capstone Project

  • Future Trends in AI-Driven DevOps

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