Learning Roadmaps.

Follow this AI engineer roadmap from zero to job-ready: Python, ML basics, LLMs, RAG, AI agents, evaluation, and shipping production AI products.

Follow this data engineer roadmap from zero to job-ready: Python, SQL, data modeling, Airflow, dbt, Spark, streaming, and cloud data platforms.

Follow this cloud engineer roadmap from zero to job-ready on AWS: Linux, Python, networking, Docker, Kubernetes, Terraform, security, and architecture.

Follow this SRE roadmap from zero to production-ready: Linux, Kubernetes, observability, SLOs, incident management, and senior-level systems thinking.

Follow this platform engineer roadmap from zero to job-ready: Kubernetes, GitOps, Terraform, observability, then build an Internal Developer Platform.

Follow this DevSecOps roadmap from zero to job-ready: secure CI/CD, containers, Kubernetes, cloud, and identity, then detect and respond to threats.

An AIOps roadmap for DevOps and SRE engineers: use ML, LLMs, and AI agents to detect incidents, find root causes, and safely self-heal systems.

Free, beginner-friendly DevOps roadmap: Linux, Git, Docker, Kubernetes, GitHub Actions, Terraform, and AWS - structured steps to production-ready skills.