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Guided learning

A route,
not a rabbit hole.

Tutorials are useful. A sequence is better. Each path connects courses into one outcome, with a clear next step every time you sit down to learn.

Browse tutorials firstChoose a path
15curated paths
125complete courses
100%free to start

All learning paths

Frontend Developer learning path cover illustration
01Most popular
Learning path

Frontend Developer

The complete starting point for a career in the browser. Build structure with HTML, shape it with CSS and make it react with JavaScript — then prove it with a certificate.

Portfolio project included
3 courses
8 weeks Certificate included
Python from Zero learning path cover illustration
02Beginner
Learning path

Python from Zero

Learn to think in programs. Start with values and logic, build up to functions and files, and finish with an automation script that saves real time.

Portfolio project included
1 course
5 weeks Certificate included
Data Foundations learning path cover illustration
03Beginner
Learning path

Data Foundations

Combine SQL and Python to clean, query and summarise data. Designed for analysts, operators and anyone who works with spreadsheets that have outgrown them.

Portfolio project included
2 courses
6 weeks Certificate included
Web Professional learning path cover illustration
04Intermediate
Learning path

Web Professional

Add version control and collaboration to your frontend skills. Learn the workflow real teams use: branches, meaningful commits, pull requests and clean merges.

Portfolio project included
4 courses
4 weeks Certificate included
Full-Stack JavaScript learning path cover illustration
05Most popular
Learning path

Full-Stack JavaScript

Go from semantic pages to a typed React client and a secure Node API backed by PostgreSQL. The path for building and shipping complete web products.

Portfolio project included
8 courses
16 weeks Certificate included
Backend Developer learning path cover illustration
06Intermediate
Learning path

Backend Developer

Learn the server side end to end: HTTP, Node, relational and document databases, containers and the security baseline every service needs.

Portfolio project included
5 courses
12 weeks Certificate included
Game Developer learning path cover illustration
07Beginner
Learning path

Game Developer

Combine C# with Unity’s component model, physics and UI. Add the data-structure fundamentals that make gameplay code scale beyond a prototype.

Portfolio project included
3 courses
10 weeks Certificate included
Systems Programmer learning path cover illustration
08Advanced
Learning path

Systems Programmer

Build a durable foundation in C and C++, then learn Rust’s ownership model. Finish with the algorithms and data structures that make systems work.

Portfolio project included
4 courses
14 weeks Certificate included
Data & AI Foundations learning path cover illustration
09Beginner
Learning path

Data & AI Foundations

Move from SQL and Python to PostgreSQL, MongoDB and the working limits of AI tools. A practical path for analysts and builders who need evidence.

Portfolio project included
6 courses
12 weeks Certificate included
Security Foundations learning path cover illustration
10Intermediate
Learning path

Security Foundations

Start with the web and server fundamentals, then add databases, containers and a threat-model-driven security practice. Built for developers who ship.

Portfolio project included
5 courses
10 weeks Certificate included
PHP & MySQL Backend learning path cover illustration
11Beginner
Learning path

PHP & MySQL Backend

Learn the stack behind a huge share of the web. Build forms, sessions, authentication and a database-backed application with PHP 8 and MySQL, then deploy it safely.

Portfolio project included
3 courses
7 weeks Certificate included
Modern Frontend Frameworks learning path cover illustration
12Intermediate
Learning path

Modern Frontend Frameworks

Learn the patterns shared by modern frameworks, then apply them in Vue 3 and Angular. Add Tailwind so the design system stays consistent as the app grows.

Portfolio project included
4 courses
8 weeks Certificate included
Data Analyst learning path cover illustration
13Most popular
Learning path

Data Analyst

A practical path from SQL queries and Pandas cleaning to a reproducible analysis with charts and honest limitations.

Portfolio project included
3 courses
6 weeks Certificate included
Cloud & DevOps learning path cover illustration
14Intermediate
Learning path

Cloud & DevOps

From the Linux terminal and Docker to HTTP debugging and Kubernetes. Learn the operational skills that keep a service running after it is deployed.

Portfolio project included
4 courses
8 weeks Certificate included
AI Foundations learning path cover illustration
15Beginner
Learning path

AI Foundations

Start with how language models work, then learn the data and evaluation skills behind machine learning. Finish with a responsible model card and a small prediction project.

Portfolio project included
4 courses
6 weeks Certificate included
How paths work

One decision at a time.

01

Follow a sequence

Courses are ordered so each skill builds on the last. No guessing what comes next.

02

Do the work

Every lesson ends with a challenge. Paths track completion across every course.

03

Prove the outcome

Finish the path and earn a certificate for every assessed course inside it.

Not sure yet?

Start with one lesson. The path can decide itself.

Try the first HTML lesson