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DEVOPS with AI Course Details
 

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Batch Date: Jan 8th @7:00PM

Faculty: Mr. Chaitanya (13+ Yrs Of Exp,..)

Duration: 50 Days

Venue :
DURGA SOFTWARE SOLUTIONS,
Flat No : 202, 2nd Floor,
HUDA Maitrivanam,
Ameerpet, Hyderabad - 500038

Ph.No: +91 - 8885252627, 9246212143, 80 96 96 96 96


Syllabus:

DEVOPS with AI

IT & DevOps Foundations

  • What is IT, Software, Servers (very simple)
  • What is DevOps (real industry story)
  • Traditional IT vs DevOps vs DevOps with AI
  • Roles: Developer, Tester, Ops, DevOps
  • DevOps lifecycle (Plan → Code → Build → Test → Deploy → Monitor)

Linux for DevOps

  • What is Linux & why DevOps uses it
  • File system structure
  • Important commands :
    • ls, cd, pwd, cp, mv, rm
    • cat, less, tail, grep
    • chmod, chown
  • Process & service basics
  • Logs & troubleshooting mindset

Git & GitHub

Version Control Fundamentals

What is Version Control?

  • Life before VCS (real problems)
  • Why version control was needed
  • Source code history & traceability

Types of Version Control Systems

  • Local VCS
  • Centralized VCS
  • Distributed VCS

Why Git Was Created

  • Problems with older tools
  • Speed, scalability, reliability
  • How Git changed software development

Git Basics

What is Git?

  • Git vs GitHub (clear difference)
  • How Git works internally (high level)

Git Installation & Configuration

  • Installing Git
  • Git config (system, global, local)
  • Username & email setup

Git Workflow Basics

  • Working Directory
  • Staging Area
  • Local Repository

Branching & Merging

Branching Fundamentals

  • What is a branch?
  • Why branches exist
  • Master/Main branch

Branch Operations

  • Create, switch, delete branches
  • Branch naming conventions

Merging Concepts

  • Fast-forward merge
  • Three-way merge

Merge Conflicts

  • Why conflicts happen
  • Resolving conflicts manually
  • Best practices to avoid conflicts

Rebase

  • Rebase vs merge
  • When to use rebase
  • Rebase risks

GitHub Fundamentals

What is GitHub?

  • Git vs GitHub vs GitLab
  • Why GitHub is popular

GitHub Repository Management

  • Creating repositories
  • Public vs private repos
  • README.md importance

Git in DevOps & CI/CD

Git in DevOps Lifecycle

  • Git as single source of truth
  • GitOps concept (intro)
  • Infrastructure as Code + Git

GitHub Actions (Intro)

  • What is CI/CD?
  • Workflow YAML basics
  • Triggers & jobs

Webhooks & Integrations

  • Git webhooks
  • Triggering pipelines
  • Notifications

Terraform

1. Introduction to Infrastructure as Code (IaC)

  • What is IaC
  • Benefits of IaC
  • Configuration Management vs IaC vs Orchestration
  • Why Terraform? Features & Use Cases
  • Terraform Architecture & Workflow (Write → Plan → Apply)

2. Terraform Installation & Setup

  • Installing Terraform (Windows, Linux, macOS)
  • Terraform CLI basics
  • Terraform Working Directory (.tf files, .tfstate, .terraform/)
  • Providers, Resources, and Data Sources
  • Authentication with Cloud Providers (AWS, Azure, GCP)

3. Terraform Language (HCL2)

  • Terraform Configuration Syntax
  • Variables & Outputs
  • Local Values
  • Terraform Expressions
  • Conditional Expressions
  • Functions (string, numeric, collection, formatting)

4. Providers & Provisioners

  • Provider Configuration
  • Version Constraints
  • Multiple Provider Configurations
  • Provisioners: local-exec, remote-exec
  • Connection blocks
  • Why provisioners should be avoided (best practices)

5. Managing State

  • Purpose of Terraform State
  • State Locking
  • State File Structure
  • terraform show/state/pull
  • Remote State Backends (S3, Azure Blob, GCS)
  • Remote State with DynamoDB state locking
  • Sensitive data protection in state files
  • State Import & State Manipulation
  • terraform import
  • terraform state mv, rm, list, show

6. Terraform Modules

  • What are Modules?
  • Creating Reusable Modules
  • Module Versioning
  • Publishing Modules
  • Using Public Terraform Registry Modules
  • Module Composition & Best Practices
  • Root & Child Modules
  • Complex module structures in real projects

7. Advanced Terraform Configuration

  • Workspaces (dev, qa, prod)
  • Dynamic Blocks
  • Data Sources
  • Resource Meta-Arguments (depends_on, lifecycle, count, for_each)
  • Tainting Resources
  • Null Resources
  • Terraform Graph & Visualization
  • Handling Complex Infrastructure

8. Terraform Cloud & Terraform Enterprise

  • Terraform Cloud Features
  • Workspaces, Projects & Variables
  • Remote Runs
  • VCS Integration
  • Sentinel Policy as Code
  • Terraform Enterprise Architecture
  • Cost Estimation

9. CI/CD Integration

  • Terraform in Jenkins Pipelines
  • Terraform with GitHub Actions
  • Pre-Commit Hooks
  • Terratest

Jenkins

1. Introduction to Jenkins

  • What is CI/CD?
  • Role of Jenkins in DevOps
  • Jenkins architecture
  • Master/Agent (Node) concepts
  • Understanding Jenkins distributions (LTS, Weekly)

2. Jenkins Installation & Setup

  • Install Jenkins on Windows, Linux, Docker, Kubernetes
  • Java installation & configuration
  • Setting up Jenkins as a service
  • Initial admin setup & unlocking Jenkins

3. Jenkins UI Overview

  • Dashboard overview
  • Managing jobs
  • Build history
  • Plugin manager
  • User management & credentials
  • Global tools configuration (JDK, Git, Maven, Docker, Node, Python)

4. Jenkins Jobs / Projects

  • Freestyle jobs
  • Parameterized jobs (String, Choice, Boolean, File)
  • Upstream & downstream jobs
  • Distributed builds

5. Jenkins Plugins

  • Git plugin, Pipeline plugin, Blue Ocean, SSH plugin, Docker plugin
  • Credentials Binding, Email-ext, Slack Notification
  • GitHub/GitLab Integration, SonarQube, Nexus, Artifactory
  • Kubernetes plugin, Config File Provider, RBAC plugin
  • OWASP Dependency Check plugin

6. Jenkins Pipelines

Declarative Pipeline

  • Syntax & structure, Stages/Agent/Options
  • Tools section, Parameters, When conditions
  • Matrix pipeline, Retry, Timeout, Timestamps
  • Parallel stages, Input approvals

Jenkinsfile

  • Creating Jenkinsfile
  • Pipeline-as-Code
  • Storing Jenkinsfile in Git repo
  • Library functions

7. Source Code Management (SCM)

  • Git basics
  • GitHub, GitLab, Bitbucket integration
  • Webhooks & polling
  • Multi-branch pipelines
  • Organization folders

8. CI/CD Pipeline with Build Tools

  • Maven/Gradle integration
  • Snapshot vs release build
  • Test reports

9. Continuous Deployment (CD)

  • Deploy to servers using SSH
  • File transfers, service restarts
  • Rolling deployments
  • Deploy to AWS, Azure, GCP

10. Jenkins Security

  • RBAC
  • Matrix permissions
  • Credentials management
  • Vault integration
  • Enabling HTTPS
  • Hardening Jenkins

11. Advanced Concepts

  • Shared Libraries
  • Groovy scripts
  • Custom pipeline functions
  • Jenkins REST API
  • Blue Ocean
  • GitHub PR build triggers

DOCKER

Docker & Docker Swarm Orchestration

  • Introduction to Containers & Docker
  • Docker architecture & Docker repositories
  • Pull, Create & Upload Docker images
  • Using Dockerfile and Docker Compose
  • Understanding Docker Networks
  • Understanding Docker Volumes
  • Creating Docker cluster using Docker Swarm
  • Docker Swarm Stacks and Container Placement
  • Docker Swarm Node Availability
  • Docker Swarm Rolling Updates
  • Docker Swarm secrets and Container healthcheck
  • Introduction to Kubernetes
  • Deploying PODS, Services, Deployments.

KUBERNETES

Introduction to Kubernetes

  • Understanding Container Runtime Environments.
  • Working with YAML files for creating manifests.
  • Deploying Docker and understanding Docker components like Engine, Networks, Images & Registries.
  • Creating custom container images with Dockerfile
  • Why Kubernetes & Understanding Kubernetes architecture and Components.
  • Understanding the Kubernetes Component Connectivity.
  • Studying significance of API-Server, ETCD, Kube-Scheduler, Controllers, Kubelet & Kube-Proxy.
  • Understanding Kubernetes High Availability.

Deploying & Managing Kubernetes using KOPS

  • What is Kubernetes Operations (KOPS)?
  • Deploying Kubernetes Production Grade Kubernetes Cluster with on AWS with KOPS.
  • Understanding components of KOPS.
  • Scaling the Kubernetes Cluster using KOPS.
  • Manipulating KOPS configuration for reducing the bill.
  • Accessing Kubernetes cluster with Kubeconfig
  • Running Kubernetes basic cluster commands.

Working with Kubernetes POD’s & Deployments

  • Running Kubectl Commands vs. Deploying Manifests
  • Overview about POD, Deployment, ReplicaSet, Service & Namespaces.
  • Deploying, Managing & Troubleshooting PODs.
  • Deep dive through POD, POD Components, POD-Sidecar, kube-scheduler life cycle.
  • Managing PODs with EXEC, port-forwarding, POD Metadata &PODEnvironment variables.
  • Disadvantages of running PODS and Intro to Deployments.
  • Deep dive with Deployments, Replica Set & Replication Controller.
  • Differences and use cases of Replica Set & Daemonset.

Creating and Integrating Kubernetes Services

  • Understating Kubernetes Service and its importance.
  • Deep dive on Kubernetes Services and understanding Traffic Flow.
  • Creating ClusterIP, NodePort, LoadBalancer & Headless Service.
  • Understanding & Creating Liveness & Readiness Probes.
  • Understanding and Creating Ingress Controllers and Ingress Services.
  • Configure AWS LoadBalancer with Ingress controllers.

Kubernetes Advance Scheduling

  • Understanding Labels & Annotations
  • Configuring Labels & Annotations at Node & PODs.
  • Understanding how Taints and Tolerations work.
  • Configuring Node Taints and POD Tolerations
  • Understanding and Configuring Node Affinity.
  • Understanding and Configuring POD Affinity.

Storage with Kubernetes

  • Understanding Kubernetes Persistence and Non-Persistent Storage.
  • Creating non-persistent volumes - emptydir, gitrepo & host-path.
  • Deep dive in to Kubernetes Persistence Volumes (PV).
  • Creating Persistent Volume Claims (PVC) with Persistence Volumes.
  • Understanding Kubernetes Storage Classes and Dynamic VolumeProvisioning.

Kubernetes ConfigMaps & Secrets

  • Passing command-line variables containers.
  • Setting environment variables for containers.
  • Intro to ConfigMaps.
  • Decoupling configuration with ConfigMap
  • Working with sensitive data in Kubernetes.
  • Creating and using Secrets in Kubernetes.

Securing Kubernetes Cluster

  • How authentication works in Kubernetes.
  • Deepdive into Kubernetes Namespaces.
  • Configuring user access to the cluster.
  • Creating and working with service accounts.
  • Understanding RBAC in Kubernetes.
  • Creating Role and Role Bindings.
  • Creating ClusterRoles and ClusterRoleBindings.
  • Understanding Blue-Green Deployments & Rolling Updates

Troubleshooting & Updating Kubernetes Cluster

  • Working with logs in Kubernetes.
  • Working with Master and Worker Node Failure.
  • Find and retrieve information about the cluster components.
  • Performing Rolling Update with KUBECTL with no downtime
  • challenges with KUBECTL rolling updates.
  • Running KUBECTL cheat sheet commands.

Kubernetes Jobs & Cronjobs

  • Understanding differences between Job & Cronjobs
  • Creating a Job and understanding the attributes.
  • Use cases for Jobs.
  • Scheduling with Cron Jobs.
  • Use cases for Cron Jobs.

Kubernetes with Rancher & K3S

  • Understanding Rancher & Components
  • Deploying Racher and access dashboards.
  • Deploy On-Prem Kubernetes Cluster with Rancher
  • What is K3S?
  • Deploying Kubernetes Cluster with K3S application.
  • Advantages of K3S

POD Level Security with Network Policies

  • Understanding Kubernetes Network Policies.
  • Restricting and Allow Traffic between Pods.
  • Allow & Restrict traffic between Namespaces.
  • Restricting & Allow traffic based on Application Ports.

Service Mesh with Istio

  • What is Istio & What is the purpose?
  • Understanding Istio Architecture.
  • Deploy Istio on Kubernetes Cluster.
  • Enable Istio on namespace and deploy application
  • Checking Sidecars, Kiali, Jaeger
  • Deploying VirtualService & Gateways

Monitoring & Logging & Cluster Maintenance

  • Monitoring Cluster Components.
  • Working with Logs and application logs.
  • Performing cluster upgrade.
  • Backup and Restore of Cluster.
  • Overview about Prometheus monitoring.
  • Deploying Prometheus and Grafana on Kubernetes.
  • Creating dashboards for monitoring.
  • Understanding Alert Manager.

Working with AWS Elastic Kubernetes Services (EKS)

  • Understanding AWS EKS Architecture
  • Deploying workloads on EKS Cluster.
  • Adding & Removing resources to the cluster.
  • RBAC on AWS EKS.

Helm Package Manager

  • Understanding & Installing Helm 3
  • Creating Helm Chart and understanding folder structure.
  • Working with Values.yaml file.
  • Creating custom charts for Nginx & EFS Provisioner.
  • Creating & linting Helm Packages.
  • Understanding Helm Chart Repositories.
  • Downloading & Installing applications for Helm Repositories.

CI/CD Tools & GitOps Kubernetes Applications

  • Jenkins & Azure DevOps Overview
  • Installing Jenkins and installing necessary plugins.
  • Integrating Jenkins with Kubernetes Cluster.
  • CI/CD with Jenkins Pipelines.

Monitoring & Logging

Monitoring & Logging BASICS

  • What is Monitoring?
  • What is Logging?
  • Monitoring vs Logging vs Alerting
  • Types of monitoring
  • Types of logs
  • Why companies lost money without monitoring

SERVER & METRICS MONITORING

  • What are metrics?
  • Time-series data
  • CPU, Memory, Disk metrics
  • Pull vs Push model
  • Dashboards
  • Basic alerting

Tools :

  • Prometheus
  • Grafana

LOGGING FUNDAMENTALS

  • What is a log?
  • Log levels (INFO, ERROR…)
  • Structured vs unstructured logs
  • Application logging basics
  • Log rotation & retention

CENTRALIZED LOGGING

  • Why centralized logging?
  • Log aggregation pipeline
  • Searching logs
  • Log dashboards
  • Log-based alerts

ALERTING, INCIDENTS & PRODUCTION

  • Alert fatigue
  • Alert severity
  • Incident lifecycle
  • RCA (Root Cause Analysis)
  • SLIs, SLOs, SLAs

Maven for DevOps Engineers

Maven Fundamentals

  • What is Apache Maven
  • Why build tools are required in DevOps
  • Maven installation (Linux / Windows)
  • Maven directory structure
  • Understanding pom.xml

Maven Build Lifecycle (Core)

Maven lifecycles:

  • clean
  • default
  • site

Maven Phases:

  • validate
  • compile
  • test
  • package
  • install
  • deploy

Dependency Management

  • What are dependencies
  • Local repository (~/.m2)
  • Central repository
  • Transitive dependencies
  • Dependency scopes:
  • compile
  • test
  • provided
  • runtime
  • Dependency conflict resolution

Maven in CI/CD

  • Maven + Git
  • Maven + Jenkins
  • Parameterized Maven builds
  • Build versioning
  • Artifacts in CI
  • Jenkins workspace & .m2 caching

Maven Repositories

  • Nexus / Artifactory basics
  • Snapshot vs Release
  • Deploying artifacts
  • settings.xml
  • Credentials & security

SonarQube for DevOps Engineers

SonarQube Fundamentals

  • What is SonarQube
  • Why code quality matters in DevOps
  • Static vs Dynamic analysis
  • SonarQube editions (Community / Enterprise)
  • SonarQube Architecture
  • SonarQube Server
  • Sonar Scanner
  • Database (PostgreSQL)
  • Web UI
  • Project keys & tokens

Code Quality Concepts

  • Bugs
  • Vulnerabilities
  • Code Smells
  • Technical Debt
  • Security Hotspots
  • Maintainability, Reliability, Security ratings

SonarQube Quality Gates

  • What is a Quality Gate
  • Default vs Custom gates
  • Conditions:
  • Coverage %
  • Bugs = 0
  • Vulnerabilities = 0
  • Blocking deployments
  • SonarQube with Maven (Most Important)
  • Maven + SonarQube integration
  • sonar-project.properties
  • Authentication with tokens
  • Running scan using Maven
  • Command
  • mvn clean verify sonar:sonar

SonarQube in Jenkins Pipeline

  • SonarQube plugin in Jenkins
  • Configure SonarQube server
  • Jenkinsfile integration
  • Quality Gate enforcement