: Understand the difference between Linear and Logistic Regression.

For MSc and PhD applicants, the exam tests your conceptual understanding of AI models.

: Know the "worst-case" time complexity for common operations, such as searching a linked list ( ) or Merge Sort ( 3. Machine Learning Basics

Securing admission to the Mohamed bin Zayed University of Artificial Intelligence (MBZUAI) requires passing a rigorous online screening exam. This guide provides a comprehensive overview of the best , core topics, and preparation strategies. 1. Mathematics: The Foundation of AI

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

MBZUAI emphasizes Python proficiency. You will face questions on code logic, complexity, and specific data structures.

: Standard problems include coin tosses, dice rolls, and Bayes' theorem.

: Focus heavily on Linked Lists , including how to traverse them or print all data within a Python function.

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

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