Data & AI certification mock tests
Data engineering, analytics and the machine-learning credentials that have appeared in the last three years.
Microsoft
9 examsAWS
4 examsNVIDIA
2 examsCompTIA
1 examISACA
1 examA Data & AI paper runs 50 to 90 questions in 60 to 180 minutes, with pass marks between 450 and 750. Questions are multiple choice and multiple response — the same mix the mock test uses.
What a Data & AI mock test gives you
The published blueprint, not an approximation
The question count, the time limit and the weight of each domain are read from each awarding body’s own exam guide. If a domain is worth 46% of the real paper, it is worth 46% of the mock test.
A score report that names the weak domain
Every mock test ends with a per-domain breakdown against the official weighting, and the reasoning for each item you got wrong — including why the answer you picked was wrong, not only why the right one was right.
A different paper each time
Sitting a second mock test does not mean seeing the same questions again. Each is drawn fresh against the blueprint, so a repeat measures preparation rather than recall.
Real timing, including the pressure
The clock, the question palette, flagging and review all behave as they do in the exam room. Running out of time in a mock test is the cheapest way to find out you would have run out of time.
Questions people ask
What counts as a data & ai mock test?
Any exam in this family that publishes a blueprint we can build to. There are 17, running 50 to 90 questions over 60 to 180 minutes.
Can one pack cover all of them?
Yes. Packs are bought against a category, so a data & ai pack can be spent on any data & ai mock test on this page.
What does the score report show?
A scaled score where the awarding body publishes one, and a breakdown by domain against the official weighting, so the next thing to revise is named rather than guessed.
Sit a Data & AI mock test
Start with a pack of full-length papers and the reports that come with them. If the difficulty is not what you need, you have spent very little finding that out.
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