📈 Learning Roadmaps
Step-by-step paths to master DevOps, Cloud, and AI. Know exactly what to learn and in what order — built by practitioners.
Beginner
DevOps Engineer
8 skills • ~6 months- ✓Linux & Shell Scripting
- ✓Git & Version Control
- 3Docker & Containers
- 4CI/CD with GitHub Actions
- 5Kubernetes Fundamentals
- 6Infrastructure as Code (Terraform)
- 7Cloud Platform (AWS / GCP / Azure)
- 8Monitoring & Observability
Intermediate
Cloud Architect
7 skills • ~5 months- ✓Cloud Fundamentals & IAM
- 2Networking: VPC, Subnets, DNS
- 3Compute: EC2, Lambda, ECS
- 4Storage: S3, RDS, DynamoDB
- 5Security & Compliance
- 6Cost Optimization Strategies
- 7Multi-Cloud & Hybrid Design
Intermediate
MLOps Engineer
8 skills • ~7 months- ✓Python for ML Workflows
- 2Data Pipelines & ETL
- 3ML Experiment Tracking (MLflow)
- 4Model Packaging & Versioning
- 5Feature Stores
- 6Model Serving & APIs
- 7ML Monitoring & Drift Detection
- 8LLMOps & Generative AI Ops
Advanced
Site Reliability Engineer
9 skills • ~8 months- 1SLI, SLO & Error Budgets
- 2Distributed Systems Concepts
- 3Kubernetes at Scale
- 4Chaos Engineering
- 5Incident Management & Postmortems
- 6Advanced Observability (OpenTelemetry)
- 7Capacity Planning
- 8Toil Reduction & Automation
- 9On-Call & Escalation Design
Intermediate
DevSecOps Engineer
7 skills • ~5 months- 1Security Fundamentals
- 2SAST & DAST in Pipelines
- 3Container & Image Scanning
- 4Secrets Management (Vault)
- 5Policy as Code (OPA)
- 6Kubernetes Security Hardening
- 7Compliance Automation
Beginner
Platform Engineer
6 skills • ~4 months- 1Developer Experience Basics
- 2Internal Developer Platforms
- 3Self-Service Infra with Backstage
- 4GitOps with ArgoCD / Flux
- 5Golden Paths & Templates
- 6Platform Metrics & Adoption