DSA + Data Science + hands-on projects

The coding mentor you wish you had.

Build a daily habit of solving real DSA and Data Science problems. A Socratic AI mentor guides you through each one - and runs your code against real tests.

Projects →

440 DSA + 631 Data Science problems · 100 AI messages free every week · no credit card

Solve view - problem, code editor, and mentor chat

A mentor that asks, not answers.

Get stuck and it doesn't hand you the solution - it asks the question that gets you there yourself. The way a good senior engineer would.

I think I need a nested loop here?
MentorBefore you write it - what's the cost of scanning the rest of the array for every element? Is there anything you're recomputing each pass?
Oh… I'm re-searching for the complement every time. A hash map would make it O(n).
MentorExactly. Want to try it? Think about what you'd store as the key and what you'd look up.

One question. Day done.

The daily ritual is simple: open the roadmap, solve at least one problem, keep the streak alive.

01

Pick a topic

Open the roadmap and choose a topic, or pick up where you left off. No diagnostic, no setup - you're solving in seconds.

Roadmap - pick a topic
02

Solve real problems

Real coding problems, ordered into a curriculum instead of a random pile. Write code and run it against real test cases.

Editor - code running against tests
03

Never get stuck alone

A Socratic AI mentor nudges you toward the answer instead of handing it over. The moment you're stuck, it's already there.

Mentor - a hint, not the answer

Not Duolingo. Not LeetCode. Not Coursera.

Open-ended sessions on real problems, a guided path, and a mentor who actually teaches. We took the good parts and left the rest.

A curated curriculum, not a grind

440 DSA and 631 Data Science problems, ordered step by step from fundamentals up. You always know what to do next - unlike a wall of unsorted problems.

A mentor, not an answer key

The AI is Socratic by default: it asks before it explains, offers hints before solutions, and reasons through test failures with you. Closer to a senior engineer than a chatbot.

Real code, real tests

Run Python in your browser for free. Upgrade for multi-language execution against full test suites - the same way your code gets judged for real.

Progress that compounds

Every problem solved fills in your roadmap and feeds your streak. Show up daily; watch consistency turn into mastery.

Questions, answered.

Is Onlearn free?

Yes. All content, in-browser code execution, and your full progress and streak are free forever. The AI mentor is metered at 100 messages a week on the free plan; upgrade for unlimited.

How is this different from LeetCode?

LeetCode is a wall of problems you grind alone. Onlearn is a curated curriculum - problems ordered into a roadmap - with a Socratic AI mentor on every single one. You build a habit, not just a solved-count.

What does the AI mentor actually do?

It guides you Socratically: asking questions, offering hints before solutions, reviewing your code, and reasoning about test failures with you. It's there to help you understand, not to hand you the answer.

What can I practice?

Two tracks at launch: Data Structures & Algorithms (440 problems) and Data Science (631 problems), ordered from fundamentals to advanced. More tracks are on the way.

Which languages can I use?

Python runs in your browser for free. A paid plan unlocks multi-language code execution against full test suites for the DSA track.

Do I need a credit card to start?

No. Sign up and start solving immediately. You only pay when you choose to upgrade for unlimited AI mentoring and multi-language execution.

Start the habit today.

Free to start - 100 AI messages every week, all content unlocked. Upgrade anytime for unlimited mentoring and multi-language execution.

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