
AIPRO-D · AI Data Utilization
Working with data through AI tools
Tests whether you can read data, analyze it, and act on it using AI tools. No Python or other programming knowledge is needed to sit the exam.
- 20 questions / 60 minutes
- 60 or above (out of 100)
- Format: Multiple choice
- Online exam with remote proctoring
- Open to everyone, no prerequisites
- The certification does not expire
Who it's for
- Public agency staff in administration, policy, planning, or research
- Corporate staff in management, marketing, sales, or HR
- Non-specialists who want to work with data through AI tools
- Newcomers to AI and data, including students and job seekers
What's assessed
- AI and data fundamentals (telling LLM, ML, and deep learning apart; basic statistics)
- Collecting and cleaning data (public datasets, missing values, outliers)
- Analysis with AI tools (comparing ChatGPT, Claude, and Gemini)
- AI ethics and usage rules (personal data, copyright, hallucination)



