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Exam Details

Data Science and Artificial Intelligence (DA) 2026

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Questions 65
Duration 180 mins
Package Data Science & Artificial Intelligence (DA) - Previous Year Papers

Paper pattern & analysis

Filter this paper by subject, topic or subtopic. Every graph updates from the selected questions.

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Showing all 65 questions in this paper.

Subject distribution

Data Science & Artificial Intelligence
55 Qs
General Aptitude (GA)
10 Qs

Topic distribution

Probability and Statistics
14 Qs
Database Management and Warehousing
11 Qs
Programming, Data Structures and Algorithms
9 Qs
Machine Learning
8 Qs
Linear Algebra
6 Qs
AI
6 Qs
General Aptitude
5 Qs
Verbal Ability
2 Qs
Logic
2 Qs
Geometry
1 Qs
Calculus and Optimization
1 Qs

Subtopic distribution

Random Variables and Distributions
9 Qs
Supervised Learning
6 Qs
Relational Databases and SQL
5 Qs
Eigenvalues, Projections and Quadratic Forms
4 Qs
Propositional and Predicate Logic
4 Qs
Python Programming and Data Structures
4 Qs
Normalization, Storage and Indexing
4 Qs
Probability Rules and Conditional Probability
4 Qs
Searching, Sorting and Divide-and-conquer
3 Qs
Deductive and Inductive Reasoning
2 Qs
Informed, Uninformed and Adversarial Search
2 Qs
Data Transformation and Warehousing
2 Qs

Difficulty distribution

Easy 33 50.8%
Medium 32 49.2%

Question type distribution

MCQ 35 53.8%
Numerical Answer Type (NAT) 18 27.7%
MSQ 12 18.5%

Sample questions from this paper

Questions are selected across the paper subjects wherever the paper contains that variety.

1
2026 · General Aptitude (GA) · Verbal Ability · Analogies
Data Science and Artificial Intelligence (DA) 2026
Verbosity : Brevity :: Insolence : _________
Choose the word that best fills the blank.
2
2026 · Data Science & Artificial Intelligence · Linear Algebra · Eigenvalues, Projections and Quadratic Forms
Data Science and Artificial Intelligence (DA) 2026
For a classification problem, Principal Component Analysis (PCA) has been used to reduce the dimensionality of a feature space from 100 to 10.
Which of the following options is true about the angle \( \theta \) between the first and the tenth principal components?
3
2026 · General Aptitude (GA) · General Aptitude · Number Puzzles
Data Science and Artificial Intelligence (DA) 2026
The product of the digits of a three-digit number is 70. The sum of the digits of this three-digit number is _____
4
2026 · Data Science & Artificial Intelligence · Machine Learning · Supervised Learning
Data Science and Artificial Intelligence (DA) 2026
Consider that you are training a classifier for a 10-class classification problem. Each input is represented as a 512-dimensional vector. There are 1000 samples, out of which first 100 will be used for testing. Let Leave-One-Out-Cross-Validation (LOOCV) be used for selection of the classifier model before testing. Which of the following options is the correct number of validation splits that will be generated?
5
2026 · General Aptitude (GA) · General Aptitude · Spatial Transformations and Paper Folding
Data Science and Artificial Intelligence (DA) 2026
The four pieces of a puzzle are shown in the figure below.
Which one of the figures labelled as P, Q, R, and S can be constructed by using each of the four pieces only once without overlaps?

Question diagram

6
2026 · Data Science & Artificial Intelligence · AI · Informed, Uninformed and Adversarial Search
Data Science and Artificial Intelligence (DA) 2026
Which of the following algorithms is NOT an example of uninformed search?