GATE DA Linear Algebra syllabus
Vector spaces, special matrices, linear systems, eigenvalues and matrix decompositions.
About Linear Algebra in GATE DA
The GATE DA 2027 syllabus lists 7 topics under Linear Algebra.
It is one of the 7 subjects that together carry 85 of the 100 marks (Data Science & AI subjects). General Aptitude adds 15 marks and is common to every paper. The exam has 65 questions (MCQ, MSQ and NAT) in 3 hours.
See the full GATE DA syllabus for every subject and the marks distribution.
Same material in another paper
Linear Algebra topics
- Vector spaces and subspaces; linear dependence and independence of vectors
- Matrices: projection, orthogonal, idempotent and partition matrices and their properties
- Quadratic forms
- Systems of linear equations and their solutions; Gaussian elimination
- Eigenvalues and eigenvectors
- Determinant, rank and nullity; projections
- LU decomposition and singular value decomposition (SVD)
Linear Algebra PYQs & weightage
GATE DA 2025: 8 questions, 12 marks. Every answer is from the official final answer key. Weightage becomes more reliable as more years are added.
- 2025 · Q12Cost of Gaussian elimination on an upper triangular matrix1M · MCQ
- 2025 · Q13Row sums equal 1: solutions of Bx = 0 for B = A³ − 2A² + A1M · MCQ
- 2025 · Q25Orthonormal bases and linear independence in ℝⁿ1M · MSQ
- 2025 · Q28Properties of A = Iₙ + xxᵀ with xᵀx = 11M · MSQ
- 2025 · Q37If A³ = A, what is always true?2M · MCQ
- 2025 · Q38Gram matrix of linearly independent vectors2M · MCQ
- 2025 · Q50Sum of five orthonormal outer products in ℝ¹⁰2M · MSQ
- 2025 · Q52Matrices that preserve the Euclidean norm2M · MSQ