// not learning. just shipping.
A prerequisite-gated skill tree for data and AI careers — built to prove you can ship, not that you watched.
Tools you will use: Python, SQL, Git & GitHub, dbt, PyTorch, Airflow, Kafka, FastAPI, Power BI.
No 50-hour video loops or fake badges — structured prerequisites and real deliverables instead.
Prerequisites unlock step-by-step as you complete modules, giving you a clear, unambiguous learning sequence.
Tasks require submitting real GitHub repositories, deployed web apps, and system writeups to verify your skills.
One canonical visual map connecting official documentation, battle-tested tutorials, and core architectural concepts.
Choose your target role. Every track includes curated curriculum, practical tasks, and a capstone portfolio project.