The screening exam typically consists of to be completed within 45 to 60 minutes . It is conducted through a secure Online Exam Portal that requires AI-proctored system checks, including face and ID verification, before starting. Core Exam Topics
If you see a question about a specific neural network layer, it is a math question in disguise (e.g., "A linear layer with weight matrix W... compute the gradient"). mbzuai entry exam sample questions best
Draw the bias-variance decomposition curve as model complexity increases. Label the underfitting and overfitting regions. The screening exam typically consists of to be
Expect questions on derivatives, matrix operations, and probability distributions. Linear Algebra : A matrix is invertible if and only if its determinant is Probability compute the gradient")
Compare Gradient Descent, Stochastic Gradient Descent, and Mini-batch Gradient Descent. State one advantage and one disadvantage of each. Under what conditions would you choose Adam over SGD?
The university offers a "Math for AI" refresher. The quizzes inside that bootcamp are the actual difficulty floor. If you can score 90% on those, you will pass.