Basic Python functions, data types, and data structures (specifically linked lists, recursion, and Big-O time complexity). Machine Learning:
The correct answer is C .The determinant of a matrix is equal to the product of its eigenvalues. Therefore, . By the properties of determinants, 2. Calculus & Optimization
Python basics, recursion, and data structures (trees, graphs, heaps). Machine Learning
Determining time complexity (e.g., Quicksort, Binary Search). mbzuai entry exam sample questions best
Excellent for practicing standard data structures, algorithms, and Python logic.
Identifying which regression type predicts continuous versus categorical variables.
Preparing for the Mohamed bin Zayed University of Artificial Intelligence (MBZUAI) entry exam is a critical step for anyone aiming to join this prestigious graduate research institution in Abu Dhabi. The online screening exam is designed to assess your technical aptitude in mathematics, programming, and machine learning—the core pillars of AI research. Basic Python functions, data types, and data structures
Master the MBZUAI Entry Exam: Sample Questions and Preparation Guide
Mental math and quick algebraic manipulation are vital, as external calculators are typically prohibited during the proctored test.
: Basic principles like rolling dice, drawing balls from a bag without replacement, and applying Bayes' Theorem. Sample Question : Find angles such that , , and . 2. Programming (Approx. 40%) By the properties of determinants, 2
Note: MBZUAI does not release official past papers. The sample questions above are synthesized from published syllabi, candidate memory reports, and standard graduate-level math for AI (e.g., Deisenroth’s "Mathematics for Machine Learning").
: Questions often focus on linear vs. logistic regression, gradient descent for loss optimization, and neural network fundamentals. Mathematics
Focuses on Linear Algebra, Calculus, and Probability/Statistics.
Solving word problems regarding sequential, non-replacement probability. Programming & Computational Problem Solving Complexity: