18 step-by-step paths for students — pick a role or a skill, click topics to open curated free resources, and mark them done as you go. Your progress is saved in your browser, no account needed.
Complete paths to a job title — everything that role needs, in learning order.
HTML, CSS and JavaScript through React, Next.js, testing and deployment — build fast, accessible web UIs.
A language, Linux, SQL, REST APIs and frameworks like Django — all the way to Docker, CI/CD and production security.
One condensed path from browser to server to production, weaving frontend, backend and DevOps into a single track.
Linux, Git, Docker, Kubernetes, CI/CD, Terraform, GitOps and monitoring — from zero to a real cloud deployment.
Classical AI — agents, search, A*, minimax — through the modern LLM stack: transformers, agents, LangChain and MCP.
Spreadsheets to Python, pandas, SQL and dashboards — turn raw data into decisions.
Networks and Linux to cryptography, defense, incident response and legal hands-on labs.
Kotlin, Jetpack Compose, app fundamentals and shipping to the Play Store.
Master one tool or subject at a time — each is a complete path on its own.
From first REPL session to pandas, Django, testing and AI — the full Python learning path.
The language of the web: DOM, ES6+, async/await, APIs, npm, Node.js and TypeScript.
JDK to Spring Boot: OOP, collections, streams, Maven, JUnit and JDBC in learning order.
From your first SELECT to joins, schema design, indexes, transactions and PostgreSQL in production.
The fundamentals behind every framework: how computers work, data structures, algorithms and core systems.
From your first terminal to scripting, systemd, SSH and securing real servers.
From your first commit to branching, pull requests, open source and GitHub Actions.
Containers from zero: images, Dockerfiles, volumes, Compose and the road to production.
Math foundations to classic models, deep learning, transformers and shipping models.
Linear algebra to backpropagation, optimization and regularization, then PyTorch practice and modern architectures.
Topics are ordered the way you should learn them — foundations first, no guessing what comes next.
Each node opens a short explanation plus curated resources — courses on this site and the best free external material.
Mark topics as in-progress, done, or skipped. Everything is saved locally in your browser — no sign-up.