: Review basics like activation values and loss functions. 4. Logical & Analytical Thinking

: Expect questions on matrix operations, eigenvalues, and eigenvectors. Sample: Find the eigenvalues of a

Some versions of the exam include brain teasers or "common sense" logic problems.

: Classic puzzles involving trains catching up to each other or the angle between clock hands. Top Resources for Preparation MBZUAI Online Entry Exam Guidelines

The math section evaluates your fluency in fields critical to machine learning. Focus on , Calculus , and Probability .

Sample: "Gradient Descent computes the derivative of the loss function with respect to (A) Input, (B) Activation value, or (C) Weight?" (Correct: Weight).