GATE 2024 Syllabus: The Indian Institute of Science (IISc) Bangalore, has released the Data science and Artificial Intelligence (AI) syllabus for the Graduate Aptitude Test in Engineering (GATE 2024). Candidates who are attending the GATE 2024 examination can download the GATE Data Science and AI Syllabus 2024 at the official website- gate2024.iisc.ac.in.
The GATE 2024 examination will be held on Feb 3, 4, 10 and 11, 2024. Candidates can download the GATE 2024 syllabus at the official website. The direct link to download the Data science and Artificial Intelligence (AI) syllabus is given in the table below.
| Particular | Link |
| GATE Data Science and AI Syllabus 2024 Download Link | Click Here |
Also Read: CLAT Registration 2024 Ends on Nov 10
Detailed Data science and AI GATE 2024 Syllabus
Check the detailed Data science and AI GATE 2024 Syllabus from the table below.
| Chapters | Topics |
| Probability and Statistics | Permutation and Combinations, Probability Axioms, Sample Space, Events, Independent Events, Mutually Exclusive Events, Marginal, Conditional and Joint Probability and Bayes Theorem |
| Linear Algebra | Vector Space, Subspaces, Linear Dependence and Independence of Vectors, Matrices, Orthogonal Matrix, Idempotent Matrix, Quadratic Forms, Systems of Linear Equations and Solutions |
| Programming, Data Structures and Algorithms | 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 Dimensional Data Models, Concept Hierarchies, Measures: Categorisation and Computations |
| Machine Learning | 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 |
Candidates must visit the official website of GATE 2024 for more information on GATE 2024 syllabus.