GATE 2024: Data science and AI sample paper out; direct link here
GATE 2024 Data Science and AI sample paper has 55 questions, of which first 25 questions carry one mark each and then next 30 are of two marks each.
GATE 2025 Syllabus
Candidates preparing for GATE 2025 can now access the official syllabus. The detailed syllabus PDF is available for download as PDF here.
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Divyansh | November 9, 2023 | 10:36 AM IST
NEW DELHI: The Graduate Aptitude Test in Engineering (GATE 2024) exam authority has released the revised sample question paper of GATE Data Science and Artificial Intelligence.
The question paper has 55 questions. The questions one to 25 carry one mark each while then next 30 questions are of two marks each.
Exam pattern
GATE 2024 exam duration | 3 Hours* |
Number of Subjects (Papers) | 30 |
Sections | General Aptitude (GA) + Candidate’s Selected Subject(s) |
Type of Questions | Multiple Choice Questions (MCQ) Multiple Select Questions (MSQ) and/or Numerical Answer Type (NAT) Questions |
Questions for testing these abilities | Recall Comprehension Application Analysis & Synthesis |
Number of Questions | 10 (GA) + 55 (subject) = 65 Questions |
Distribution of Marks in all Papers EXCEPT papers AR, CY, DA, EY, GG, MA, PH, ST, XH and XL | General Aptitude: 15 Marks + Engineering Mathematics**: 13 Marks + Subject Questions: 72 Marks = Total: 100 Marks (**XE includes Engineering Mathematics section XE-A of 15 Marks) |
Distribution of Marks in papers AR, CY, EY, GG, MA, PH, ST, XH and XL | General Aptitude: 15 Marks + Subject Questions: 85 Marks Total: 100 Marks |
GATE Data Science and AI syllabus
Probability and Statistics: Topics such as permutation and combinations, probability axioms, Sample space, events, independent events, mutually exclusive events, marginal, conditional and joint probability and Bayes theorem are covered under this section.
Linear Algebra: Questions in this section will be related to vector space, subspaces, linear dependence and independence of vectors, matrices, orthogonal matrix, idempotent matrix, quadratic forms, systems of linear equations and solutions, and other related topics.
Programming, data structures and algorithms: Topics which will be covered in this sections include programming in python, basic data structures: stacks, queues, linked lists, trees, hash tables and search algorithms
Database Management and Warehousing: ER-model, relational model, tuple calculus, SQL, integrity constraints, normal form, file organisation, indexing, data types, data transformation such as normalisation, sampling, compression; data warehouse modelling: schema for mulƟdimensional data models, concept hierarchies, measures: categorisation and computations will be covered.
Also Read | JEE Main 2024 registration underway at jeemain.nta.ac.in; know newly launched BTech courses
Machine Learning: It will cover topic of supervised learning and unsupervised learning
Artificial intelligence : Search: informed, uninformed, adversarial; logic, propositional, predicate; reasoning under uncertainty topics - conditional independence representation, exact inference through variable elimination, and approximate inference through sampling.
GATE 2024 will be held on February 3, 4, 10 and 11. Candidates can download the GATE 2024 Date science and AI sample here.
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