Mock rounds
Practise under exam conditions.
Timed rounds in the style of INAIO Stage 1: objective questions with option or whole-number answers, no negative marking, and every answer explained.
Full mock · 90 minutes
INAIO Stage 1 style mock
Section A: 12 short problems across the syllabus. Section B: three multi-part case studies — metrics, ranking, convolution, regression and more — with every definition given in the problem, just like the real paper.
Mini mocks · 20 minutes
Ten exam-style questions. Pick an area or mix them up.
MixedTen questions from across the syllabus.Maths & reasoningLogic, algebra, probability, statistics and more.Algorithms & PythonCode tracing, algorithms, NumPy/Pandas and ranking.Machine learningFoundations, metrics, supervised and unsupervised learning.Gen AI & responsible AILLMs, prompting, data quality, bias and privacy.