Try an exam

Each demo takes about five minutes in your browser, spoken or typed, with no account. The cases are fictional. At the end you see the grade Viva's three AI graders propose, with the evidence for each mark.

• Computing · About 5 minutes

  Python code walkthrough

  Read a short pandas script, explain what its lines do, and say how you would change it.

  The examiner opens the code beside the transcript and asks about specific lines.

  Try it: Python code walkthrough

No microphone or no time? Hear a sample exam on the front page.