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Learn for free, then apply with confidence

Six learning paths with the best free resources we know. Follow the steps in order, tick them off as you go, and build something at each one.

Web developmentCybersecurityData and AIProgramming and CS basicsCloud and DevOpsDesign and UI/UX

Web development

Build websites and web apps. The fastest way to have projects people can actually open.

5 steps · 4 free resources

Cybersecurity

Learn how systems are attacked and defended, legally, in labs built for practice.

5 steps · 5 free resources

Data and AI

Work with data, build models and understand how modern AI systems work.

5 steps · 4 free resources

Programming and CS basics

The foundations every tech path relies on: problem solving, data structures and how computers work.

5 steps · 4 free resources

Cloud and DevOps

Deploy, run and automate software on servers and cloud platforms.

5 steps · 4 free resources

Design and UI/UX

Design interfaces people understand, and visuals that make your projects stand out.

5 steps · 4 free resources

Members only · free

Start a learning path

Members get every step and resource, and can tick steps off to track their progress on any device.

  • Step-by-step paths in web, security, data and AI, CS, cloud and design
  • Hand-picked free courses and official docs
  • Progress saved to your account and shown on your dashboard
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Tick steps as you finish them. Your progress is saved to your account.

Web development

Build websites and web apps. The fastest way to have projects people can actually open.

0 of 5 steps done

Full roadmap on roadmap.sh

freeCodeCampFree

Free curriculum with projects and certifications.

freecodecamp.org The Odin ProjectFree

Full-stack path built around real projects.

theodinproject.com MDN LearnFree

Mozilla's reference-quality guides to HTML, CSS and JavaScript.

developer.mozilla.org web.dev LearnFree

Google's courses on CSS, accessibility and performance.

web.dev

Cybersecurity

Learn how systems are attacked and defended, legally, in labs built for practice.

0 of 5 steps done

Full roadmap on roadmap.sh

TryHackMe Pre SecurityFree

Beginner path covering networks, the web and Linux.

tryhackme.com OverTheWire: BanditFree

Free wargame that teaches the Linux command line.

overthewire.org picoGymFree

Year-round CTF practice problems from picoCTF.

play.picoctf.org Cisco Networking AcademyFree

Free courses including introductions to cybersecurity and networking.

netacad.com PortSwigger Web Security AcademyFree

Free web security labs.

portswigger.net

Data and AI

Work with data, build models and understand how modern AI systems work.

0 of 5 steps done

Full roadmap on roadmap.sh

Kaggle LearnFree

Short, free, hands-on courses in Python, pandas and ML.

kaggle.com Machine Learning Crash CourseFree

Google's free introduction to machine learning.

developers.google.com Practical Deep Learning (fast.ai)Free

Free, code-first deep learning course.

course.fast.ai CS50's Introduction to AI with PythonFree

Harvard's free AI course.

cs50.harvard.edu

Programming and CS basics

The foundations every tech path relies on: problem solving, data structures and how computers work.

0 of 5 steps done

Full roadmap on roadmap.sh

CS50xFree

Harvard's free introduction to computer science.

cs50.harvard.edu MIT OpenCourseWareFree

Free lecture notes, exams and videos from MIT courses.

ocw.mit.edu ExercismFree

Free coding exercises with mentor feedback in 70+ languages.

exercism.org GitHub SkillsFree

Interactive courses on Git, GitHub and Actions.

skills.github.com

Cloud and DevOps

Deploy, run and automate software on servers and cloud platforms.

0 of 5 steps done

Full roadmap on roadmap.sh

Microsoft LearnFree

Free cloud and Azure training paths.

learn.microsoft.com AWS Skill BuilderFree

AWS training with many free courses.

skillbuilder.aws Docker: Get startedFree

Official hands-on introduction to containers.

docs.docker.com Linux JourneyFree

Friendly, free introduction to Linux.

linuxjourney.com

Design and UI/UX

Design interfaces people understand, and visuals that make your projects stand out.

0 of 5 steps done

Full roadmap on roadmap.sh

Figma for EducationFree

Free Figma plans for students.

figma.com Laws of UXFree

Short explanations of key UX principles.

lawsofux.com Material Design 3Free

Google's design system and guidelines.

m3.material.io Canva Design SchoolFree

Free design courses for graphics and social posts.

canva.com