Mbzuai Entry Exam Sample Questions Best !!link!! -

Focus on Linear Algebra (eigenvalues, rank, matrix inversion), Calculus (derivatives, maxima/minima), and Trigonometry .

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? mbzuai entry exam sample questions best

def modify_list(lst): lst.append([4]) lst = [1, 2, 3] my_list = [1, 2] modify_list(my_list) print(my_list) Use code with caution. [1, 2] B) [1, 2, [4]] C) [1, 2, 3] D) Error Under what conditions would you choose Adam over SGD

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 Therefore,

MBZUAI tests your algorithmic thinking and data structure knowledge, primarily using Python or pseudo-code syntax. Data Structures

Dedicate this week to mastering the core math topics: linear algebra (vectors, matrices, transformations), calculus (derivatives, integrals, gradients), and probability (distributions, Bayes' theorem). MBZUAI recommends starting with these foundational concepts.