Roadmaps
Free, structured roadmaps for in-demand skills
Each roadmap breaks a career path down into the exact order of skills and tools to learn, with free resources for every step. Don't see the exact path you want, generate your own custom roadmap with AI in seconds.
Data Engineer (GCP)
Free step by step Data Engineer roadmap for Google Cloud Platform. Learn BigQuery, Dataflow, Composer, dbt and Terraform in the right order.
10 sections · 26 courses
AI Engineer
Free AI Engineer roadmap for building production LLM apps. Learn RAG, LangChain, LangGraph agents, vector databases and evals in order.
8 sections · 24 courses
Analytics Engineer
Free Analytics Engineer roadmap covering dbt, Snowflake, dimensional modeling and Power BI. Learn the exact path from SQL analyst to analytics engineer.
8 sections · 17 courses
DevOps Engineer
Free DevOps roadmap covering Linux, Docker, Kubernetes, Terraform, CI/CD, observability and GitOps in the right learning order.
10 sections · 27 courses
Full Stack Web Developer
Free full stack developer roadmap for complete beginners. Learn HTML, CSS, JavaScript, React, Node.js, SQL and deployment in the right order.
9 sections · 25 courses
Vibe Coding
Free vibe coding roadmap for non-programmers. Learn to build and ship real web and mobile apps using Claude Code, Cursor and Copilot.
11 sections · 24 courses
Cybersecurity Analyst
Free cybersecurity analyst roadmap for beginners. Learn networking, Linux, SIEM tools, MITRE ATT&CK and incident response for an entry-level SOC role.
11 sections · 21 courses
Data Analyst
Free data analyst roadmap for beginners. Learn Excel, SQL, Power BI, statistics and Python for analysis in the right order to land your first role.
9 sections · 15 courses
Machine Learning Engineer
Free ML Engineer roadmap covering scikit-learn, PyTorch, MLflow, model serving and deployment. Learn classical ML and MLOps in the right order.
10 sections · 22 courses
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