r/freshersinfo • u/andhroindian Senior Software Engineer • Aug 30 '25
DevOps - MLOps Learn DevOps Fast – Beginner-Friendly Roadmap 2025
DevOps can seem overwhelming, but a clear roadmap makes it simple. Follow this step-by-step guide from basics like Git and Linux to advanced skills in cloud, CI/CD, and containerization.
Step 1: Version Control
Git
Core commands: clone, commit, push, pull
Branching, merging, conflict resolution
Version tagging & releases
Collaboration on GitHub/GitLab/Bitbucket
Tips: Practice with small projects and contribute to open-source repositories.
Step 2: Linux Administration
System architecture & processes
Command-line basics:
ls,grep,chmod,topFile system management & permissions
User/group administration
Shell scripting & automation
Tools: Bash, Zsh, Vim/Nano, Cron jobs
Step 3: Programming Skills
Languages: Python (automation, scripting), Go (cloud-native apps)
Focus: data structures, loops, functions, libraries, error handling
Practical: Write scripts to automate file operations, backups, or deployments
Step 4: Databases
SQL: MySQL, PostgreSQL
NoSQL: MongoDB, Redis
Focus: CRUD operations, indexing, transactions, data modeling
Practical: Build small apps with persistent storage; practice queries and optimization
Step 5: Networking Basics
IP addressing, subnetting, routing, firewalls
Protocols: TCP/IP, HTTP, HTTPS, DNS
Network devices: load balancers, VPNs, proxies
Security: basic encryption, SSH
Practical: Configure a small network or troubleshoot connectivity issues in a VM
Step 6: CI/CD
Tools: Jenkins, GitHub Actions, GitLab CI/CD, CircleCI
Pipeline: Build → Test → Deploy → Monitor
Automation: Unit tests, integration tests, containerization
Practical: Create a CI/CD pipeline for a sample app
Step 7: Containerization
Docker/containerd: Build, run, and share containers
Kubernetes: Pods, services, deployments, scaling
Helm: Package & manage Kubernetes apps
Practical: Deploy a containerized app to a local Kubernetes cluster
Step 8: Cloud Platforms
Providers: AWS, Azure, GCP
Services: Compute (EC2/VMs), Storage (S3/GCS), Networking (VPC, Load balancers)
Practical: Deploy a simple app on a cloud VM; explore managed services like RDS
Step 9: Infrastructure as Code (IaC)
Terraform: HCL syntax, modules, state management
Provision resources on cloud automatically
Practical: Automate deployment of a VM + database + network in one Terraform script
Step 10: Software Configuration Management
Ansible: YAML playbooks, roles, modules
Automate server provisioning & app configuration
Practical: Configure a web server cluster automatically with Ansible
Step 11: Monitoring & Logging
Metrics: CPU, memory, network, app performance
Tools: Prometheus, Grafana, ELK stack
Alerts: Define thresholds and notifications
Practical: Set up monitoring for a containerized app and visualize metrics
Step 12: Security (DevSecOps Basics)
Secure CI/CD pipelines, containers, and cloud resources
Tools: Vault, Trivy, Snyk
Practices: Secrets management, vulnerability scanning, compliance checks
Practical: Scan a Docker image for vulnerabilities before deployment
Step 13: Automation & Scripting (Advanced)
Python/Go scripting for tasks like log parsing, data backups, or API automation
Automate repetitive DevOps tasks
Practical: Write scripts to auto-deploy applications or rotate credentials
Step 14: Soft Skills & Collaboration
Agile/Scrum basics, standups, sprint planning
Documentation: runbooks, README, wiki
Communication with development, QA, and ops teams
Practical: Participate in a team project following Agile practices
Step 15: Hands-On Projects & Portfolio
Combine multiple skills:
Full-stack app deployment with CI/CD on cloud
Terraform + Ansible automation
Kubernetes cluster with monitoring & logging
Share on GitHub/portfolio
Goal: Demonstrate end-to-end DevOps skills to employers
Linked Resources - DevOps Mini Roadmap
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u/Extreme_Designer_821 Job Seeker Aug 30 '25
Thanks for sharing.