$

The cert gets you the interview.The labs get you the job.

Build real cloud resources. Every checkpoint validated live. A companion panel watches every step. Everything cleaned up when you're done.

labrun@prod:~$stats --certs --labs --clouds
5
certs
59
labs
3
clouds

AWS · Azure · Databricks. The full data and AI ecosystem.

// how it works

The only cert prep where a live panel watches every checkpoint.

01$ open lab.ipynb

Open a lab in Google Colab

Each lab is a real notebook with tasks that build cloud resources in your own account.

02$ run checkpoint

Complete tasks, hit checkpoints

When you run a checkpoint cell, labrun calls the cloud API to verify what you built.

03$ watch companion

The companion panel tracks everything

Pass, fail, hints, cleanup status. All live, all real.

// why labrun exists

Course finished. Practice tests passed. Still not ready.

> I watched 40 hours of video. The practice exams still felt like a different test.

Every lab mirrors a real exam scenario. You build the pipeline the exam asks about.

> The sandbox expired mid-lab and I lost everything.

Google Colab notebooks persist in your Drive. Pick up where you left off.

> I passed practice tests but froze when the exam asked me to design something.

You design and build from scratch. By the final lab, the exam scenarios feel familiar.

> I had no idea if my Glue job was actually right until the exam.

Checkpoints validate your resources against the real cloud API. You know before the exam.

"Labrun is what Stephane Maarek says to do when he says 'now go try this yourself.'"

// pricing

One price. Every lab. Every cert.

Full access to every lab we ship. Starting at $24.99 per month, cancel any time.

// what's next

Build the labs. Pass the cert. Land the job.

Launching with 5 certs and 59 labs across AWS, Azure, and Databricks. New certs ship every month.