7 Cursor Tutorials for Learning AI Coding

Start with Cursor’s own free Learn course and docs; six other options follow. Cursor Learn explains how AI models and coding agents work, and the docs cover every feature with the current shortcuts. The other six are for when you want something more: a free beginner course, a guided project, a video course, a live workshop or a guide for one tech stack.

Cursor is an AI code editor built on VS Code, with its own agent, Tab completion and inline edit. If you’re still choosing a tool, the Claude Code vs Cursor guide compares the two.

1. Cursor Learn and the Cursor docs

Cursor’s free course at cursor.com/learn is the best first stop. It has two parts. AI Foundations covers how models work, hallucinations and limits, tokens and pricing, context, tool calling and agents. Coding Agents covers working with an agent, understanding a codebase, building features, finding and fixing bugs, reviewing and testing code, and customizing the agent. The examples use Cursor, but the course says the patterns apply to any AI model or tool.

Then follow the docs’ Quickstart: install Cursor, open the agent, ask it to explain your codebase, make one small change and review the diff. These are the shortcuts to learn first, from Cursor’s keyboard shortcuts and inline edit pages:

Shortcut (Mac / Windows and Linux)	What it does
Cmd+I / Ctrl+I	Opens the agent in the side panel
Cmd+K / Ctrl+K	Inline edit: changes the selected code in place
Cmd+L / Ctrl+L	Sends the selected code to a new agent chat
Shift+Tab in the agent input	Switches agent modes, including Plan Mode
Tab	Accepts a Tab completion
@	Adds files, folders or docs to the agent’s context

Two more pages are worth reading early. Rules give the agent standing instructions from .cursor/rules or an AGENTS.md file. The changelog shows what changed, which matters for a tool that ships new features often.

Cost: free. Best for: everyone, first.

2. Codecademy: Intro to AI Coding with Cursor

Codecademy’s Intro to AI Coding with Cursor is a free beginner course that takes less than an hour. It covers AI chat, generating and editing code, and debugging in Cursor, with short quizzes along the way. The certificate of completion needs a paid Codecademy Plus or Pro plan.

It’s short and shallow by design, which makes it a good first assignment for someone who has never used an AI editor.

Cost: free. Best for: complete beginners.

3. Educative: Code Smarter with Cursor AI Editor

Educative’s Code Smarter with Cursor AI Editor is a text course of 10 lessons, about two hours. It covers setup, generating and refactoring code from prompts, debugging runtime errors and writing documentation, and ends with building a Django app in Cursor. Access comes with an Educative subscription.

Cost: subscription. Best for: developers who prefer reading to video and want one guided project.

4. Udemy video courses

Udemy sells Cursor video courses from independent instructors, bought one course at a time. Quality varies by instructor, so check three things before you buy: the last-updated date, the ratings and the curriculum. A course recorded before Cursor’s current agent and Plan Mode will teach an older workflow.

Cost: paid per course. Best for: people who learn by coding along with a video.

5. egghead: Become a Cursor Power User

egghead’s Become a Cursor Power User is a one-day workshop led by John Lindquist, egghead’s founder. It covers shared rules, agent behavior and context management, planning, debugging and refactoring. Check the page for the next date and the price.

Cost: paid. Best for: developers who already use Cursor and want better habits in a day.

6. Class Central

Class Central doesn’t host courses. It lists free and paid courses from other sites, including YouTube videos on Cursor, with a short summary of each. Use it to find a recent video on one feature. Quality varies by creator and videos date quickly, so check when each one was recorded.

Cost: free to browse. Best for: finding a video on a specific feature.

7. Creator guides on Gumroad

Independent developers sell guides on Gumroad for using AI editors in one stack. One example is Rudrank Riyam’s Exploring AI Assisted Coding for iOS Development, which covers Cursor and Copilot in VS Code for iOS work. Guides like this are paid and uneven: look at the author’s public work and the guide’s last update before you buy.

Cost: paid per guide. Best for: one specific stack.

The seven at a glance

Resource	Format	Cost	Best for
Cursor Learn and docs	Free course and reference	Free	Everyone, first
Codecademy	Interactive course, under an hour	Free; certificate on paid plans	Complete beginners
Educative	Text course, 10 lessons	Subscription	One guided project
Udemy	Video courses	Paid per course	Coding along with video
egghead	One-day workshop	Paid	Existing Cursor users
Class Central	Directory of courses and videos	Free to browse	A video on one feature
Gumroad guides	Creator-written guides	Paid per guide	One specific stack

How to practice what you learn

A course only sticks once you use it on your own code. Five habits help:

1. Start with a low-stakes task: tests for one function, or a refactor of a small module you know well.
2. Plan first on bigger changes. Use Plan Mode for anything that touches several files, and read the plan before the agent writes code.
3. Review every diff. Run your tests, type checker and linter before you commit.
4. Save what works. When an instruction gets good results, put it in a project rule or AGENTS.md so the agent follows it next time.
5. Use Cursor with Git, Docker and your framework. Let the agent run your real build and test commands in the terminal, so it checks its work the way you would.

If your team is learning Cursor together, Zest’s Cursor analytics show which models and MCP tools each engineer’s Cursor sessions use, and the pull requests those sessions led to.