Cloud + AI - AWS & Azure

Job‑focused learning with enterprise‑grade patterns — built for strong fundamentals and real deployments.

Built for students, graduates, developers, DevOps & Cloud engineers — and anyone who wants to enter IT & Software Industry with modern tooling + AI.

AWS AWS Azure Azure Amazon Bedrock Amazon Bedrock Azure AI Azure AI
Curriculum

Curriculum modules — core cloud skills for real deployments.

Learning focus
  • Cloud concepts: IaaS / PaaS / SaaS, shared responsibility, CAP basics
  • Global infrastructure: regions, AZs, edge locations
  • Resource organization: tagging, naming, environments (dev/test/prod)
  • Basics of reliability: HA vs DR, RTO/RPO
  • Basics of security: least privilege, zero trust (intro)
AWS
AWS services
  • Regions/AZs, Accounts, Tags
Azure
Azure services
  • Regions/Zones, Subscriptions, Resource Groups, Tags
Learning focus
  • Users, groups, roles, role assumption
  • MFA, access keys hygiene, temporary creds
  • RBAC and service-to-service auth
  • Secrets vs config; rotation basics; encryption basics
AWS
AWS services
  • IAM, IAM Roles, AWS Organizations (intro), KMS, Secrets Manager, SSM Parameter Store
Azure
Azure services
  • Entra ID (Azure AD), RBAC, Managed Identities, Key Vault, App Configuration
Learning focus
  • Subnets (public/private), routing, NAT, IGW
  • Security controls: SG vs NACL, NSG
  • DNS, private connectivity, endpoints/private link
  • Hybrid intro: VPN, (conceptually) Direct Connect/ExpressRoute
  • Load balancing basics
AWS
AWS services
  • VPC, Subnets, Route Tables, IGW/NAT, Security Groups/NACL, Route 53, VPC Endpoints/PrivateLink, ELB (ALB/NLB)
Azure
Azure services
  • VNet, Subnets, UDR, NAT Gateway, NSG, Azure DNS, Private Link/Service Endpoints, Load Balancer + Application Gateway
Learning focus
  • VM sizing, images, disks, scaling
  • Autoscaling patterns
  • “Lift-and-shift” vs “cloud-native”
AWS
AWS services
  • EC2, AMIs, Auto Scaling Groups
Azure
Azure services
  • Virtual Machines, Images, VM Scale Sets
Learning focus
  • Object storage + lifecycle + tiers
  • Block storage for VMs
  • Managed file shares
  • Backup concepts
AWS
AWS services
  • S3 (+ lifecycle), EBS, EFS, S3 Glacier
Azure
Azure services
  • Blob Storage (+ lifecycle), Managed Disks, Azure Files, Archive tier
Learning focus
  • Managed relational (HA, read replicas concept, backups)
  • NoSQL basics (partition keys)
  • Caching for performance
AWS
AWS services
  • RDS/Aurora, DynamoDB, ElastiCache
Azure
Azure services
  • Azure SQL / Managed Instance, Cosmos DB, Azure Cache for Redis
Learning focus
  • Hosting web apps without managing servers
  • API gateway patterns, auth, throttling
  • CDN basics
AWS
AWS services
  • Elastic Beanstalk or ECS/Fargate (intro), API Gateway, CloudFront
Azure
Azure services
  • App Service, API Management, Front Door / Azure CDN
Learning focus
  • Functions, triggers, retries, idempotency
  • Orchestration / workflows
  • Event buses, pub-sub, queues
  • DLQs, backpressure, fanout
AWS
AWS services
  • Lambda, Step Functions, EventBridge, SQS, SNS
Azure
Azure services
  • Azure Functions, Durable Functions or Logic Apps, Event Grid, Service Bus (queues/topics) + Storage Queues
Learning focus
  • Containers, images, registries
  • Run containers without managing servers (Fargate / ACI)
  • Kubernetes concepts: pods, deployments, services, ingress (high-level)
AWS
AWS services
  • ECR, ECS/Fargate, EKS
Azure
Azure services
  • ACR, Azure Container Instances, AKS
Learning focus
  • Terraform: providers, state, modules, environments
  • CI/CD for infra + app deploy (GitHub Actions / Azure DevOps)
  • Policy as code (intro)
AWS
AWS services
  • Terraform, GitHub Actions (or CodePipeline/CodeBuild)
Azure
Azure services
  • Terraform, GitHub Actions (or Azure DevOps Pipelines)
Learning focus
  • Metrics vs logs vs traces
  • Alerts, dashboards, SLOs basics
  • Audit trails and governance logging
AWS
AWS services
  • CloudWatch, X-Ray, CloudTrail
Azure
Azure services
  • Azure Monitor, Log Analytics + Application Insights, Activity Log
Learning focus
  • Network security: WAF, basic DDoS concepts
  • Encryption at rest/in transit
  • Key management basics
  • Guardrails: policies, resource controls
  • Secure deployment patterns (private endpoints, least privilege)
AWS
AWS services
  • WAF, Shield (concept), KMS, Config, Organizations/Control Tower (intro), Security Hub (overview)
Azure
Azure services
  • WAF, DDoS Protection (concept), Key Vault, Azure Policy, Management Groups, Defender for Cloud (overview)
Learning focus
  • Pricing primitives (compute, storage, egress)
  • Right-sizing, reservations/savings plans (concept)
  • Budgeting, alerts, tagging for chargeback/showback
AWS
AWS services
  • Cost Explorer, Budgets, Savings Plans (concept)
Azure
Azure services
  • Cost Management + Budgets, Reservations (concept)
AI platform layer

GenAI services

Included by name only.
Amazon Bedrock
Amazon Bedrock
Azure AI
Azure AI
Next step

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