gate da Syllabus 2026 - Complete Topic List

    Comprehensive syllabus with subject-wise weightage based on previous year question analysis (2023-2025)

    GATE DA Syllabus 2026: Complete Guide & Preparation

    The GATE Data Science and Artificial Intelligence (DA) 2027 course is a structured, data-driven preparation path designed for the 100-mark, 65-question computer-based test. Unlike traditional GATE papers, the DA exam features no separate "Engineering Mathematics" section. Instead, Probability, Linear Algebra, and Calculus are examined as core subjects carrying direct sectional weight. Our curriculum enforces a strict mathematical dependency chain, ensuring you master these foundational topics before advancing to complex Machine Learning and Artificial Intelligence modules. Built specifically

    GATE DA Syllabus 2026: Section-Wise Topics & Breakdown

    Quantitative Aptitude

    Unit: Numerical Computation & Estimation

    Unit: Data Interpretation

    Programming, Data Structures and Algorithms

    Unit: Programming Fundamentals

    Unit: Data Structures

    Unit: Algorithms

    Analytical Aptitude

    Unit: Logic

    Linear Algebra

    Unit: Matrices

    Unit: Matrix Decompositions

    Unit: Vector Spaces

    Unit: Unit 1 — Linear Algebra

    Unit: Unit 2 — Linear Algebra

    Verbal Aptitude

    Unit: English Grammar

    Unit: Vocabulary

    Unit: Reading Comprehension

    Calculus and Optimization

    Unit: Calculus

    Unit: Optimization

    Probability and Statistics

    Unit: Probability

    Unit: Random Variables

    Unit: Statistical Inference

    Spatial Aptitude

    Unit: Transformation of Shapes

    Database Management and Warehousing

    Unit: Database Systems

    Unit: Data Warehousing

    Machine Learning

    Unit: Supervised Learning

    Unit: Unit 1 — Machine Learning

    Unit: Unit 2 — Machine Learning

    Unit: Unsupervised Learning

    Artificial Intelligence

    Unit: Search

    Unit: Knowledge Representation and Reasoning

    GATE DA Preparation Resources 2026