DevOps Learning Roadmap 2026
A practical, phase-by-phase learning path from absolute beginner to DevOps architect. Each phase builds on the last — follow the order, master each milestone before moving on.
Build the base every DevOps engineer needs. Master the command line, understand how the internet works, and learn version control. Without this foundation, everything else is fragile.
- Navigate Linux filesystem
- Write Bash scripts
- Create and manage Git repos
- Understand TCP/IP and DNS
- Explain cloud service models
Containers are the fundamental unit of modern deployment. Master Docker, then learn to orchestrate at scale with Kubernetes. This is the single most important skill block for DevOps in 2026.
- Write production-grade Dockerfiles
- Deploy apps on Kubernetes
- Configure HPA and resource limits
- Create Helm charts
- Troubleshoot pod failures
Automate everything from code commit to production deployment. Build pipelines that test, scan, build, and deploy without human intervention. GitOps makes deployments declarative and auditable.
- Build multi-stage Jenkins pipelines
- Implement GitOps with ArgoCD
- Add security scanning to CI
- Configure deployment environments
- Implement canary and blue-green deploys
Every company runs in the cloud. Deep dive into at least one major cloud provider. Learn managed services, identity, networking, and how to architect production-grade infrastructure.
- Deploy production AKS/EKS clusters
- Configure cloud IAM and RBAC
- Set up VPCs and private networking
- Use managed databases and caches
- Implement cloud-native security
Infrastructure must be code — reproducible, versioned, and reviewed. Terraform provisions cloud resources. Ansible configures servers and applications. Together they eliminate manual infrastructure work.
- Structure Terraform for multiple environments
- Write reusable Terraform modules
- Implement remote state with locking
- Create Ansible roles and playbooks
- Integrate IaC scanning in CI/CD
Senior engineers own reliability and security. Set SLOs, build alerting, implement security scanning in pipelines, and run blameless post-mortems. This is what separates a DevOps engineer from a DevOps architect.
- Define SLOs and error budgets
- Write PromQL queries for production alerts
- Implement security scanning pipeline
- Run blameless post-mortems
- Build internal developer platforms
Domain Learning Paths
Beyond DevOps — each domain below is a self-contained learning path. You can learn these independently or alongside the DevOps roadmap.
Data is the backbone of every organisation. This path takes you from basic Excel to fully automated reporting pipelines — the skills managers and analysts need to make data-driven decisions.
- Replace manual Excel reports with automated Python scripts
- Query any database directly without waiting for IT exports
- Build live Power BI dashboards shared with management
- Schedule monthly reports to run automatically at 6am
- Handle datasets too large for Excel without slowing down
Medical coding converts patient diagnoses and procedures into standard codes used for billing and insurance. This path focuses on home health coding — ICD-10-CM, OASIS assessments, and PDGM payment model.
- Look up any ICD-10-CM code using the 2-step Alphabetic Index process
- Code complex scenarios — CHF + CKD + DM combination codes
- Apply PDGM correctly for maximum appropriate reimbursement
- Complete OASIS M1021/M1023 fields accurately
- Pass CPC or home health coding certification exams
AI is reshaping every industry. This path covers how large language models work, how to build AI-powered applications with RAG, and how to deploy and monitor ML systems in production.
- Explain how transformers and attention mechanisms work
- Build a RAG pipeline with a vector database and LLM
- Deploy and monitor ML models in production
- Design effective prompts for complex reasoning tasks
- Evaluate LLM outputs for accuracy and safety
Organic farming principles for sustainable, chemical-free agriculture. Learn soil science, composting, natural pest management, and crop rotation to build healthy, productive farms.
- Test and improve soil health without chemical inputs
- Plan seasonal crop rotations to maximise yield
- Control pests and diseases using natural methods only
- Set up composting and organic fertiliser systems
Every professional working with technology needs to understand the legal landscape. This path covers the laws that protect your data, your work, and your rights in the digital world.
- Understand your rights under Indian DPDP Act and GDPR
- Review an NDA and know what you are signing
- Protect your intellectual property and work
- Implement basic digital safety at work and home
Ready to test your knowledge?
Practice with real interview questions from each phase — Beginner to Architect level.
Filtered by tool, level, and topic so you can focus on what you need.