Industry-Grade Program

Multi Cloud DevOps with AI

V
Veera Sir โ€” NareshIT
Senior DevOps Engineer & Multi Cloud Devops With Ai Trainer

A complete, hands-on curriculum covering AWS, Azure, GCP, DevOps tools, AI/ML and 28 real-world projects โ€” crafted and delivered by Veera | NareshIT.

180
Total Days
3
Platforms
28
Projects
100+
Topics
6
Modules

// curriculum overview

Choose Your Module

Click any card to open that module's complete syllabus โ€” curated by Veera.

โ˜๏ธ
Amazon Web Services

EC2, S3, VPC, RDS, Lambda, EKS, IAM, CloudFront, Route53 and 20+ more AWS services with real deployments.

59 Days29 Topics
โ†—
๐Ÿ”ท
Microsoft Azure

Azure VMs, VNET, AKS, Azure DevOps, Blob Storage, Monitor and end-to-end CI/CD integration.

42 Days24 Topics
โ†—
๐ŸŒ
Google Cloud Platform

Compute Engine, GKE, Cloud Storage, VPC networking, Cloud Run and GCP-native DevOps with GitLab CI/CD.

38 Days22 Topics
โ†—
โš™๏ธ
DevOps Tools & Practices

Git, Docker, Kubernetes, Jenkins, Terraform, Ansible, Prometheus, Grafana, ArgoCD, Helm โ€” full toolchain.

71 Days34 Topics
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๐Ÿค–
AI & ML for DevOps

AIOps, LLM-based log analysis, GitHub Copilot, AI code generation and KubeGPT for Kubernetes.

8 ModulesCutting Edge
โ†—
๐Ÿš€
Multi-Cloud Projects

28 production-grade capstone projects across AWS, Azure & GCP โ€” EKS, serverless, GitOps and more.

28 ProjectsProduction-Grade
โ†—

// meet your trainer

About Veera

The mind and experience behind this curriculum.

V

Veera

NareshIT
โ˜๏ธ AWS ๐Ÿ”ท Azure ๐ŸŒ GCP โš™๏ธ DevOps ๐Ÿค– AI & ML

Veera is a seasoned Senior DevOps & Multi-Cloud Trainer at NareshIT with extensive hands-on experience across Amazon Web Services, Microsoft Azure, and Google Cloud Platform. With a deep-rooted passion for cloud-native engineering, Veera has helped thousands of students transition into high-paying cloud and DevOps roles at top-tier companies.

Known for his practical, real-world teaching style, Veera doesn't just teach concepts โ€” he builds engineers. Every module in this curriculum is shaped by his years of industry experience delivering production systems, architecting multi-cloud infrastructures, and building CI/CD pipelines at scale. His signature approach combines theory with live labs, project-based learning, and mentorship that extends beyond the classroom.

10+ Years Experience
5000+ Students Trained
3 Cloud Platforms
100% Practical Focus
๐ŸŽฏ Real-world project-based curriculum โ€” not just theory
๐Ÿญ Industry experience with enterprise-grade cloud deployments
๐Ÿง  Expert in AWS, Azure, GCP, Kubernetes, Terraform & AI/ML for DevOps
๐Ÿš€ Mentored engineers placed at top MNCs and product companies

// skills you'll gain

What You'll Walk Away With

Practical, in-demand skills top companies hire for.

๐Ÿ—๏ธ

Cloud Architecture

Scalable, HA designs across AWS, Azure and GCP.

๐Ÿ”„

CI/CD Pipelines

Jenkins, GitLab CI, GitHub Actions, ArgoCD.

๐Ÿณ

Containers & K8s

Docker + Kubernetes on EKS, AKS, GKE.

๐Ÿ”ง

Infrastructure as Code

Terraform, Ansible, OpenTofu multi-cloud.

๐Ÿ“Š

Observability

Monitoring, log aggregation, alerting, incident response.

๐Ÿ›ก๏ธ

Security & IAM

IAM, SSO, VPC controls, encryption, compliance.

๐Ÿค–

AI-Powered DevOps

Copilot, ChatGPT, KubeGPT for infra & pipelines.

๐ŸŒ

Multi-Cloud Strategy

Manage workloads across providers consistently.

โ˜๏ธ

Amazon Web Services

AWS Complete Syllabus (59 Days)

โ˜๏ธ

Amazon Web Services Syllabus

AWS Complete Syllabus (59 Days)

S.NoModuleTopicSub-Topics
1 Cloud Fundamentals Introduction to Cloud Computing
  • Why Cloud Computing?
  • Benefits of Cloud Computing
  • Types of Cloud Computing
  • Cloud Service Models
  • Scaling in Cloud Computing
  • Cloud Computing Issues
  • Security in the Cloud
  • Cloud Costing Models
2 Cloud Fundamentals Virtualization
  • What is Virtualization?
  • Virtualization and Cloud Computing
  • Types of Virtualizations
  • Virtualization Terminologies
  • Hypervisor Concepts
  • Benefits
  • Vendors
3 Linux Basics Linux
  • All-Important Linux Commands
  • The Linux Filesystem
  • File Permissions
  • Process Management
  • User Account Management
  • Software Management
  • Backup and Restore management
  • systemd and monitoring management
  • storage management
  • Networking in Linux
4 Compute Services EC2
  • Overview
  • Instance Launch (Windows and Linux OS)
5 Compute Services EC2 Instance Management
  • Instance Types
  • Key Pair Management
  • Security Groups & Firewalls
  • Ec2 conncet methods
  • ec2 securirty group managemet
  • creation of ami and launchtemplate
  • elastic ip
  • Storage and Snapshots
  • User Data and Metadata
6 Compute Services Elastic Load Balancing (ELB)
  • Load Balancers introduction
  • Application loadbalancer usage and creation (ALB)
  • Network loadbalancer usage and creation (NLB)
  • Path based routing technologies of alb
  • ALB and NLB target groups
  • Alb and Nlb loadbalancer integration
7 Compute Services Billing and Monitoring
  • Billing and Monitoring
  • Alarms
8 Compute Services Auto Scaling
  • Auto Scaling
  • Scaling Types and Policies
  • Target tracking policy
  • step and schuduling scalling
9 Storage Services EBS/EFS
  • EBS (Elastic Block Storage)
  • EFS (Elastic File Storage)
10 Networking VPC
  • Networking Basics
  • Public IPs & Private IPs
  • CIDR Range
  • Subnet Calculations
  • public subnet and private subnets
  • internet gateway and nat gateway
  • Creating Custom VPCs and Custom Subnets
11 Networking VPC Controls
  • Network ACLs
  • vpc peering same region and crorss region and different account peering
  • Vpc Endpoint
  • Transist gateway
  • vpc endpoint to connct private ec2
  • Route Tables & IGW
12 Object Storage S3
  • What is S3?
  • Storage Classes
  • Versioning
  • S3 Bucket ACL and Bucket Permissions
13 Object Storage S3 Advanced
  • S3 Data Partition
  • Data Copying and Moving
  • Cross-Region/Same-Region Replication
  • Lifecycle Management
  • Security & Encryption
  • KMS (Key Management Service)
  • Static Web Hosting with S3
  • Events Configuration on S3 Buckets
14 Object Storage S3 Access
  • Enabling Cross-Account Access for S3
15 Identity & Access IAM
  • Root Account vs. IAM User
  • Multi-Factor Authentication for Users
  • IAM Password Policies
  • Keys Configuration and Different Access Approaches
  • User, Groups, and Role Concepts
  • AWS CLI and IAM Roles
  • IAM policies ,aws managed,custom,inline policies
  • Creating Customer-Managed Policies
  • Auditing User Activity
16 Databases RDS
  • Launching RDS Instances
  • Difference Between DB on EC2 and Managed RDS
  • RDS Proxy Configuration Process
  • ElastiCache Overview
17 Databases RDS Operations
  • Connection Process from RDS to EC2
  • Connection Process from RDS to Local Machine Using Workbench
  • Creating DB and Tables, Running Queries
  • Configuring Read Replicas with Masters and Accessing Tables
18 Databases & Serverless DynamoDB & API Gateway
  • DynamoDB Overview
  • DynamoDB Security Options
  • DynamoDB Integration to Lambda
  • Lambda and API Gateway
  • Project on Lambda, API Gateway, and DynamoDB Integration
19 Security Services Secrets & Keys
  • AWS Secrets Manager
  • Key Management Services
20 Monitoring CloudWatch
  • CloudWatch Overview
21 Monitoring CloudWatch Advanced
  • CloudWatch EventBridge
  • CloudWatch Alarms
22 Security Services AWS Security Tools
  • AWS Certificate Manager
  • AWS Inspector
  • AWS Trusted Advisor
  • AWS Global Accelerator
  • Content Delivery Networks / CloudFront
  • AWS Shield and WAF (Web Application Firewall)
  • CloudTrail
  • AWS Config
  • SNS
23 Serverless Lambda
  • Overview of Lambda
  • Configuration with Different Services
  • Creation and Automation Using Lambda Boto3
  • General Configuration and Environment Setup in Lambda
  • Lambda Layers and Importance
24 Serverless Lambda Integrations
  • Lambda Limitations
  • Lambda to RDS Connection
  • Lambda to DynamoDB and API Gateway Connection
25 DNS & CDN Route 53
  • DNS Records Overview
  • Alias Configuration to ELB, Static Website Hosting, and CloudFront
  • Hosting Sample Website and Configuring Policies
  • Simple RP, Weighted RP
  • Failover RP, Geo Location RP, Latency-Based Routing
  • Cross-Region High Availability
26 DNS & CDN CloudFront
  • Overview of CloudFront
  • CloudFront Distribution and Invalidations
  • Origins, Origin Groups
  • CloudFront Invalidations
27 Infrastructure as Code Terraform with AWS
  • Setting up the System for AWS
  • AWS Storage: The S3 Bucket and Random ID
  • AWS Storage: The Root Module
  • AWS Compute: AMI Data, Key Pair, and the File Function
  • AWS Compute: The EC2 Instance
  • AWS Compute: User Data and Template Files
  • AWS Compute: The Root Module
28 Scripting Python Boto3
  • Python Boto3 for AWS Automation
29 Migration DMS
  • introduction to database migration service
  • databse migration from ec2 to rds
๐Ÿ”ท

Microsoft Azure

Azure with DevOps Integration (42 Days)

๐Ÿ”ท

Microsoft Azure Syllabus

Azure with DevOps Integration (42 Days)

S.NoModuleTopicSub-Topics
1 Cloud Fundamentals Introduction to Cloud Computing
  • Why Cloud Computing?
  • Benefits of Cloud Computing
  • Types of Cloud Computing
  • Cloud Service Models
  • Scaling in Cloud Computing
  • Cloud Computing Issues
  • Security in the Cloud
  • Cloud Costing Models
2 Cloud Fundamentals Virtualization
  • What is Virtualization?
  • Virtualization and Cloud Computing
  • Types of Virtualizations
  • Virtualization Terminologies
  • Hypervisor Concepts
  • Benefits
  • Vendors
3 Linux Basics Linux
  • All-Important Linux Commands
  • The Linux Filesystem
  • File Permissions
  • Process Management
  • User Account Management
  • Software Management
  • Networking in Linux
4 Compute Services Azure VM
  • Overview
  • Instance Launch (Windows and Linux OS)
5 Compute Services Azure VM Instance Management
  • Instance Types
  • Key Pair Management
  • Security Groups & Firewalls
  • Storage and Snapshots
  • User Data and Metadata
6 Compute Services Azure Load Balancer
  • Load Balancers
7 Compute Services Billing and Monitoring
  • Billing and Monitoring
  • Alarms
8 Compute Services Azure Auto Scaling
  • Auto Scaling
  • Scaling Types and Policies
  • Azure Auto-Scaling
9 Storage Services Azure Managed Disks/File Share
  • EBS Equivalent (Managed Disks)
  • EFS Equivalent (File Share)
10 Networking VNET
  • Networking Basics
  • Public IPs & Private IPs
  • CIDR Range
  • Subnet Calculations
  • Creating Custom VNETs and Custom Subnets
11 Networking VNET Controls
  • Network Security Groups (ACL Equivalent)
  • Route Tables & Gateways
12 Object Storage Blob Storage
  • What is Blob Storage?
  • Storage Classes (Tiers)
  • Versioning
  • Blob Container ACL and Permissions
13 Object Storage Blob Advanced
  • Data Partition
  • Data Copying and Moving
  • Cross-Region/Same-Region Replication
  • Lifecycle Management
  • Security & Encryption
  • Key Vault (KMS Equivalent)
  • Static Web Hosting with Blob Storage
  • Events Configuration on Blob Containers
14 Object Storage Blob Access
  • Enabling Cross-Account Access for Blob
15 Identity & Access Azure AD/Entra ID
  • Root Account vs. User
  • Multi-Factor Authentication for Users
  • Password Policies
  • Keys Configuration and Access Approaches
  • User, Groups, and Role Concepts
  • Creating Managed Policies
  • Auditing User Activity
16 Databases Azure SQL Database
  • Launching Instances
  • Difference Between DB on VM and Managed Azure SQL
  • Proxy Configuration Process
  • Azure Cache for Redis (ElastiCache Equivalent)
17 Databases Azure SQL Operations
  • Connection Process from Azure SQL to VM
  • Connection Process from Azure SQL to Local Machine Using Workbench
  • Creating DB and Tables, Running Queries
  • Configuring Read Replicas with Masters and Accessing Tables
18 Databases & Serverless Cosmos DB & API Management
  • Cosmos DB Overview
  • Cosmos DB Security Options
  • Cosmos DB Integration to Azure Functions
  • Azure Functions and API Management
  • Project on Azure Functions, API Management, and Cosmos DB Integration
19 Security Services Azure Security Tools
  • Azure Key Vault
  • Microsoft Defender for Cloud (Inspector Equivalent)
  • Azure Advisor (Trusted Advisor Equivalent)
  • Azure Front Door (Global Accelerator Equivalent)
  • Azure CDN
  • Azure DDoS Protection and WAF
  • Azure Monitor Logs
  • Azure Policy
20 Serverless Azure App Service/Functions
  • Overview of Azure App Services
  • Configuration with Different Services
  • Creation and Automation Using Azure Functions
  • General Configuration and Environment Setup
  • Layers Equivalent and Importance
21 Serverless Azure App Service Integrations
  • Limitations
  • Azure Functions to Azure SQL Connection
  • Azure Functions to Cosmos DB and API Management Connection
22 CI/CD Pipelines Azure DevOps
  • Azure CI/CD
23 Orchestration AKS
  • AKS Overview and Deployment
24 Infrastructure as Code Terraform with Azure
  • Terraform with Azure
๐ŸŒ

Google Cloud Platform

GCP with DevOps Integration (38 Days)

๐ŸŒ

Google Cloud Platform Syllabus

GCP with DevOps Integration (38 Days)

S.NoModuleTopicSub-Topics
1 Cloud Fundamentals Introduction to Cloud Computing
  • Why Cloud Computing?
  • Benefits of Cloud Computing
  • Types of Cloud Computing
  • Cloud Service Models
  • Scaling in Cloud Computing
  • Cloud Computing Issues
  • Security in the Cloud
  • Cloud Costing Models
2 Cloud Fundamentals Virtualization
  • What is Virtualization?
  • Virtualization and Cloud Computing
  • Types of Virtualizations
  • Virtualization Terminologies
  • Hypervisor Concepts
  • Benefits
  • Vendors
3 Linux Basics Linux
  • All-Important Linux Commands
  • The Linux Filesystem
  • File Permissions
  • Process Management
  • User Account Management
  • Software Management
  • Networking in Linux
4 Compute Services Compute Engine
  • Overview
  • Instance Launch (Windows and Linux OS)
5 Compute Services Compute Engine Instance Management
  • Instance Types
  • Key Pair Management
  • Firewall Rules (Security Groups Equivalent)
  • Storage and Snapshots
  • User Data and Metadata
6 Compute Services Load Balancing
  • Load Balancers
7 Compute Services Billing and Monitoring
  • Billing and Monitoring
  • Alarms
8 Compute Services Autoscaler
  • Auto Scaling
  • Scaling Types and Policies
  • GCP Auto-Scaling
9 Storage Services Persistent Disk/Cloud Filestore
  • EBS Equivalent (Persistent Disk)
  • EFS Equivalent (Cloud Filestore)
10 Networking VPC Network
  • Networking Basics
  • Public IPs & Private IPs
  • CIDR Range
  • Subnet Calculations
  • Creating Custom VPCs and Custom Subnets
11 Networking VPC Controls
  • Firewall Rules (ACL Equivalent)
  • Route Tables & Cloud Router
12 Object Storage Cloud Storage
  • What is Cloud Storage?
  • Storage Classes
  • Versioning
  • Bucket ACL and Permissions
13 Object Storage Cloud Storage Advanced
  • Data Partition
  • Data Copying and Moving
  • Cross-Region/Same-Region Replication
  • Lifecycle Management
  • Security & Encryption
  • Cloud KMS
  • Static Web Hosting with Cloud Storage
  • Events Configuration on Buckets
14 Object Storage Cloud Storage Access
  • Enabling Cross-Account Access
15 Identity & Access IAM
  • Root Account vs. IAM User
  • Multi-Factor Authentication for Users
  • IAM Password Policies
  • Keys Configuration and Different Access Approaches
  • User, Groups, and Role Concepts
  • Creating Customer-Managed Policies
  • Auditing User Activity
16 Databases Cloud SQL
  • Launching Instances
  • Difference Between DB on Compute Engine and Managed Cloud SQL
  • Proxy Configuration Process
  • Memorystore (ElastiCache Equivalent)
17 Databases Cloud SQL Operations
  • Connection Process from Cloud SQL to Compute Engine
  • Connection Process from Cloud SQL to Local Machine Using Workbench
  • Creating DB and Tables, Running Queries
  • Configuring Read Replicas with Masters and Accessing Tables
18 Databases & Serverless Firestore & API Gateway
  • Firestore Overview
  • Firestore Security Options
  • Firestore Integration to Cloud Functions
  • Cloud Functions and API Gateway
  • Project on Cloud Functions, API Gateway, and Firestore Integration
19 Security Services GCP Security Tools
  • Certificate Manager
  • Security Command Center (Inspector Equivalent)
  • Recommender (Trusted Advisor Equivalent)
  • Cloud Load Balancing (Global Equivalent)
  • Cloud CDN
  • Cloud Armor (WAF Equivalent)
  • Cloud Audit Logs
  • Organization Policy
20 Serverless Cloud Functions/App Engine
  • Overview of Cloud Functions/App Engine
  • Configuration with Different Services
  • Creation and Automation Using Cloud Functions
  • General Configuration and Environment Setup
  • Layers Equivalent and Importance
21 Serverless Cloud Functions Integrations
  • Limitations
  • Cloud Functions to Cloud SQL Connection
  • Cloud Functions to Firestore and API Gateway Connection
22 Infrastructure as Code Terraform with GCP
  • Terraform with GCP
โš™๏ธ

DevOps Tools & Practices

Complete DevOps Toolchain (71 Days)

โš™๏ธ

DevOps Tools & Practices Syllabus

Complete DevOps Toolchain (71 Days)

S.NoModuleTopicSub-Topics
1 DevOps Fundamentals Overview of DevOps
  • What is DevOps?
  • DevOps Market Trends
  • Shell Script
  • DevOps Engineer Skills
  • DevOps Delivery Pipeline
  • DevOps Ecosystem
2 Shell Scripting Introduction to Shell
  • Types of Shells
  • Variables
  • Types of Variables
  • Operators
  • Input Arguments
3 Web Servers Apache & Tomcat
  • Apache Webserver Installations
  • Apache Webserver Configuration
  • Tomcat Application Server: Installation, Configuration
  • Tomcat Manager
  • Application Management
4 Version Control Git Introduction
  • What is Git?
  • How Git Works
  • Features
  • Git Workflow: Working Directory
  • Staging
5 Version Control Git Repositories
  • Local Repository
  • Remote Repository
6 Version Control Git Setup
  • Installing Git
  • First-Time Git Setup
  • Getting a Git Repository
7 Version Control Git Commands
  • Working with Various Commands in Git
  • Recording Changes to the Repository
  • Viewing the Commit History
  • Undoing Things
  • Git Forking
8 Version Control Git Remotes
  • Working with Remotes: Showing Your Remotes
  • Adding Remote Repositories
  • Fetching and Pulling from Your Remotes
  • Pushing to Your Remotes
  • Inspecting a Remote
  • Removing and Renaming Remotes
9 Version Control Branching and Merging in Git
  • What a Branch Is
  • Basics in Branching and Merging
  • Branch Management in Git
  • Branching Workflows and Usage
  • Remote Branches: Create and Delete
  • Rebasing
10 Build Tools Maven
  • Maven Installation
  • Maven Build Requirements
  • Maven POM Builds (pom.xml)
  • Maven Build Lifecycle
  • Maven Local Repository (.m2)
  • Maven Global Repository
  • Group ID, Artifact ID, Snapshot
  • Maven Dependencies
  • Maven Plugins
11 Code Quality SonarQube
  • Overview
  • Installation & Configuration of SonarQube
  • Initiate Code Scan with SonarQube Server
  • SonarQube Dashboard
  • Sample Project to Check Code Scan
  • Maven Integration with SonarQube
  • Real-Time Use Cases on SonarQube
12 CI/CD Jenkins Introduction
  • Introduction to Jenkins
  • Continuous Integration with Jenkins
  • Configure Jenkins
  • Jenkins Management
  • Scheduling Build Jobs: POLL SCM
  • Build Periodically
13 CI/CD Jenkins Advanced
  • Jenkins Master & Slave Node Configuration
  • Jenkins Workspace Management
  • Securing Jenkins: Authentication
14 CI/CD Jenkins Security & Plugins
  • Authorization
  • Confidentiality
  • Creating Users
  • Installing Jenkins Plugins
  • SCM Plugin
  • Build and Test
15 CI/CD Jenkins Integrations
  • Configure Jenkins with Services/Tools: EC2, Lambda, S3, GitHub, Docker, JFrog, SonarQube, Kubernetes, Trivy, ArgoCD
16 CI/CD Pipelines GitLab CI/CD
  • GitLab CI/CD
17 CI/CD Pipelines GitHub Actions
  • GitHub Actions
18 Containerization Docker
  • Docker Introduction
  • What is Docker Image
  • How to Get Docker Image
  • Docker Installation
  • Working with Docker Containers
  • What is Container
  • Docker Engine
  • Creating Containers with an Image
  • Working with Images
  • Docker Command Line Interface
  • Docker Compose
  • Docker Hub
  • Docker networking
  • multi stage and single stage docker fies
  • Docker volume
  • full stack applicationn deployment on docker compose
19 Artifact Management JFrog
  • JFrog Installation
  • Storing Artifacts into JFrog Repo
  • Push and Pull Steps
20 Orchestration Kubernetes
  • Revisiting Kubernetes
  • Cluster Architecture
  • Spinning up a Kubernetes Cluster on EC2 VMs
  • RBAC Process
  • Exploring Your Cluster
  • Understanding YAML
21 Orchestration Kubernetes Deployments
  • Creating a Deployment in Kubernetes Using YAML
  • Creating a Service in Kubernetes
  • Installing Kubernetes Dashboard
  • kubernetes service accounts
  • Pod autoscaler HPA
  • Cluster Autoscaler
  • Ingress controller
  • Kubernetes Probs
  • Deploying an App Using Dashboard
  • Using Rolling Updates in Kubernetes
  • Containers and Container Orchestration
22 Orchestration Kubernetes Advanced
  • Helm Charts
  • Schedulers
  • Metric Server Deployment
  • Kubernetes Volumes
  • EKS/AKS/GKE Overview
  • EFK Stack
  • Helm Install & Deploy Application Through Helm
  • K8s Logs View on EFK Stack
23 GitOps ArgoCD
  • Installation
  • Configurations
  • CD
24 Monitoring Continuous Monitoring with Grafana
  • Introduction to Continuous Monitoring
  • Introduction to Grafana
  • Installing Grafana
  • Grafana Prometheus and Objects
  • Grafana Prometheus Configuration to Kubernetes
25 Configuration Management Ansible Introduction
  • Introduction to Ansible
  • Ansible Server Configuration
  • Infrastructure Management
  • SSH Connection in Ansible Master
26 Configuration Management Ansible Inventory & Commands
  • YAML Scripts
  • Host Inventory: Hosts and Groups
  • Host Variables
  • Group Variables
  • Host and Group Specific Data
  • Ad-hoc Commands
27 Configuration Management Ansible Playbooks
  • Playbooks
  • Variables
  • Conditionals
  • Loops
  • Blocks
  • Handlers
  • Templates
  • Modules: Core Modules
  • Extra Modules
  • Ansible Roles
28 Infrastructure as Code Terraform Introduction
  • Introduction to Terraform
  • Infrastructure Automation
  • Install Terraform
  • Providers
  • Resources
  • Basic Syntax
  • Exercise: Your First Script (main.tf)
29 Infrastructure as Code Terraform Basics
  • terraform installation
  • Exploring Terraform Registry
  • terraform workflow commnds
  • custom network cretion and ec2
  • Terraform Console and Output
  • Terraform Variables,outputs
  • ec2-user data
  • Lab Exercises: Breaking Down main.tf into variables.tf, output.tf
30 Infrastructure as Code Terraform Modules
  • Introduction to Modules
  • Module Repositories
  • First Basic Module
  • modules-terraform-registry
  • modules-git-registry
  • Lab Exercises: Modules โ€“ The Root Module
31 Infrastructure as Code Terraform State & Advanced
  • Terraform State: Remote State
  • Data Sources
  • lifecycle_rules
  • Conditionals
  • Terraform using rds,lambda,s3 and IAM creation and connection
  • provisioners
  • null resources
32 Infrastructure as Code Terraform Troubleshooting & Best Practices
  • multi providers
  • multi-sg --rules-forloop
  • conditiones
  • locals
  • Lab: Testing with Docker
  • Best Practices in Writing Terraform Scripts
  • Terraform Workflow
  • Terraform Projects
  • Other HashiCorp Tools
  • eks with terraform
  • ecs and fargate with terraform
  • New Features of Terraform
33 Infrastructure as Code OpenTofu
  • OpenTofu Overview
34 Scripting Python for DevOps
  • Introduction to Python
  • Lists, Ranges & Tuples in Python
  • Input and Output in Python
  • Python Object Oriented
  • Python Regular Expressions
  • Python Necessity in DevOps
๐Ÿค–

AI & ML for DevOps

Cutting-edge AI integration for DevOps

๐Ÿค–

AI & ML for DevOps Syllabus

Cutting-edge AI integration for DevOps

S.NoModuleSub-Topics
1 AI & ML for devops
  • what is AI ML use for devops
  • Introduction of ai tools for devops
2 Types of Machine Learning
  • Supervised Learning
  • Unsupervised Learning
  • Reinforcement Learning
3 AIOps monitoring
  • Dynatrace (AI Davis)
  • New Relic AI
  • Splunk ITSI
4 AI for code Writing
  • Dockerfiles
  • Terraform scripts
  • Helm charts
  • Jenkins pipelines
5 AI Analysis
  • Log analysis using LLMs
  • Incident auto-resolution
  • Capacity prediction
  • Cost optimization (FinOps + AI)
6 AI Tools for DevOps
  • ChatGPT / GitHub Copilot
  • Azure Copilot
  • Open-source LLMs (Ollama, LangChain)
7 kubernetes Ai
  • Qube gpt
  • installation of qubeqpt
  • use cases of qubegpt
  • Qube gpt & open ai integration
8 Real-Time Projects
  • CI/CD pipeline with AI failure analysis
  • AI-based log monitoring system
  • Terraform infra + AI validation
  • Cloud cost optimization using AI
  • loan predecting system using ml model
๐Ÿš€

Multi-Cloud Projects

28 production-grade real-world capstone projects

๐Ÿš€

Multi-Cloud Projects

28 production-grade hands-on projects

1 Multi-Tier Full-Stack Node.js Application Deployed on AWS Using 20+ Services with High Availability, Scalability, Networking, Security, and Monitoring.
2 Cloud Deployment of a Scalable, Resilient Full-Stack Python Application on AWS EC2 with Disaster Recovery Strategy.
3 Cloud-Native Deployment of a Full-Stack Java Spring Boot Application on Azure with High Availability and Disaster Recovery Strategy
4 Cloud-Native Deployment of a Full-Stack Nodejs Application on GCP with High Availability, Scalability, Networking, Security.
5 Automated Database Migration from EC2-Hosted MySQL to Amazon RDS Using AWS Database Migration Service (DMS) with Minimal Downtime and High Availability
6 End-to-End Application Migration from On-Premises Infrastructure to AWS Cloud with High Availability, Scalability, and Security Best Practices
7 Optimized Static Web Hosting Architecture on AWS S3 with CDN and Custom Domain.
8 Implementing Automated Backup Strategies in AWS Cloud Using Serverless Lambda Functions
9 End-to-End CDN Optimization: Configuring CloudFront for Low Latency and Automating Cache Invalidation Using Lambda
10 Cloud-Native Full-Stack Application Deployment on AWS ECS Fargate with CI/CD, Auto Scaling, and Secure Networking
11 Unified Infrastructure Monitoring with Prometheus and Grafana: Centralized Dashboard for Multi-Server Observability
12 Centralized Logging with Amazon CloudWatch and Cost-Optimized Log Archival to S3 Using AWS Lambda serverless
13 End-to-End Automation of Multi-Tier AWS, Azure and GCP Cloud Infrastructure Using Terraform with Complete Networking, Security, and Deployment Layers
14 End-to-End Automation of Java Maven Application Deployment on Apache Tomcat Using CI/CD Practices
15 End-to-End Cloud-Native CI/CD Pipeline for Node.js Microservices with Jenkins and Kubernetes
16 End-to-End DevOps Automation for Node.js Microservices with GitLab CI/CD and Kubernetes (EKS)(Elastic Kubernetes Service)
17 End-to-End CI/CD Pipeline for Java Applications Using Azure DevOps, Docker, and Kubernetes AKS(Azure Kubernetes Service)
18 End-to-End CI/CD Pipeline (Gitlab CICD) for Java Applications Using Azure DevOps, Docker, and Kubernetes GKE(Google Kubernetes Service)
19 Full-Stack Microservices Application (python, java and nodejs) Deployment on AWS Using CI/CD, GitOps, Helm, and Centralized Monitoring with Prometheus, Grafana, and the EFK Stack
20 End-to-End Production-Grade EKS Cluster Deployment on AWS, Azure and GCP Using Terraform with High Availability, Scalability, and Secure Networking
21 Fully Managed Serverless Full-Stack Deployment Using AWS Services (Lambda, API Gateway, DynamoDB)
22 End-to-End Patch Management and Monitoring Configuration Using Ansible
23 Containerized Full-Stack Application Deployment Using Docker & Docker Compose
24 Centralized Application Log Monitoring and Visualization on Amazon EKS Using the ELK Stack (Elasticsearch, Logstash, Kibana) for Enhanced Observability
25 Scalable Multi-Application Deployment on EC2 Using ALB Path-Based Routing
26 Enterprise Identity and Access Management Using AWS SSO
27 End-to-End CI/CD for Microservices on Amazon EKS Using Argo CD and GitHub Actions
28 End-to-End Kubernetes Application Deployment Using Ingress Controllers for High Availability, Load Balancing, and Traffic Management