Structured, stage-by-stage learning paths for the most in-demand tech roles. Each path breaks the journey into clear stages with the specific tools and skills to focus on at each step.
Foundation (1–3 months): HTML & CSS, JavaScript, Git, React
Backend (3–6 months): Node.js, Express, PostgreSQL
Production (6–12 months): TypeScript, Docker, AWS, Jest
Foundation: Linux, Git, Bash scripting
Containers: Docker, Kubernetes
Cloud & IaC: AWS, Terraform, Ansible
Foundation: Python, SQL, Statistics
Data & ML: Pandas, Scikit-learn, TensorFlow
Production ML: MLflow, Airflow, Cloud ML platforms
See also: Career Guides | Certification Guides