GATE AI 2025 | GATE Data Science and Artificial Intelligence Year Wise Previous Years Questions

GATE Data Science and Artificial Intelligence

General Aptitude

1. Courage : Bravery :: Yearning : ___________ Select the most appropriate option to complete the analogy. 2. We ___________ tennis in the lawn when it suddenly started to rain. Select the most appropriate option to complete the a 3. A $4 \times 4$ digital image has pixel intensities $(U)$ as shown in the figure. The number of pixels with $U \leq 4$ is 4. In the given figure, the numbers associated with the rectangle, triangle, and ellipse are 1,2 , and 3 , respectively. Wh 5. A rectangle has a length L and a width W . where $\mathrm{L}>\mathrm{W}$. If the width, W , is increased by $10 \%$, whi 6. Column-I has statements made by Shanthala; and, Column-II has responses given by Kanishk. Column - I Column-II 7. Weight of a person can be expressed as a function of their age. The function usually varies from person to person. Suppo 8. A regular dodecagon (12-sided regular polygon) is inscribed in a circle of radius $r \mathrm{~cm}$ as shown in the figur 9. If a real variable $x$ satisfies $3^{x^2}=27 \times 9^x$, then the value of $\frac{2^{x^2}}{\left(2^x\right)^2}$ is : 10. The number of patients per shift ( $X$ ) consulting Dr. Gita in her past 100 shifts is shown in the figure. If the amoun

GATE Data Science and Artificial Intelligence

General Aptitude

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GATE AI 2025

MCQ (More than One Correct Answer)

-0

Suppose that insertion sort is applied to the array $[1,3,5,7,9,11, x, 15,13]$ and it takes exactly two swaps to sort the array. Select all possible values of $x$.

GATE AI 2025

MCQ (More than One Correct Answer)

-0

Let $G$ be a simple, unweighted, and undirected graph. A subset of the vertices and edges of $G$ are shown below.

GATE AI 2025 Algorithms - Greedy Method Question 1 English

It is given that $a-b-c-d$ is a shortest path between $a$ and $d ; e-f-g-h$ is a shortest path between e and $h ; a-f-c$ - $h$ is a shortest path between $a$ and $h$. Which of the following is/are NOT the edges of $G$ ?

$(b, d)$

$(b, g)$

$(b, h)$

$(e, g)$

GATE AI 2025

MCQ (More than One Correct Answer)

-0

Which of the following statements is/are correct in a Bayesian network?

Variable elimination is an approximate inference algorithm

Gibbs sampling is an exact inference algorithm

Variable elimination is used to determine conditional probabilities

Rejection sampling is an approximate inference algorithm

GATE AI 2025

MCQ (Single Correct Answer)

-0

The state graph shows the action cost along the edges and the heuristic function $h$ associated with each state.

GATE AI 2025 Artificial Intelligence - Artificial Intelligence Question 1 English Suppose A* algorithm is applied on this state graph using priority queue to store the frontier. In what sequence are the nodes expanded?

S,A,E,C,B,D,G

S,E,A,C,B,D,G

S,A,E,B,C,D,G

$S, A, B, E, C, D, G$

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GATE Data Science and Artificial Intelligence Papers

All year-wise previous year question papers

2025

GATE AI 2025

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