Kb Datta Matrix And Linear Algebra Pdf Repack

| Topic | Key Features | |-------|---------------| | | Types, operations, rank, normal forms, equivalence, congruence | | Systems of Linear Equations | Consistency, Rouche’s theorem, Gauss elimination, LU decomposition | | Determinants | Properties, evaluation, Cramer’s rule | | Vector Spaces | Subspaces, linear span, basis, dimension, linear dependence/independence | | Linear Transformations | Matrix representation, range & kernel, rank-nullity theorem | | Eigenvalues & Eigenvectors | Characteristic equation, Cayley-Hamilton theorem, minimal polynomial | | Diagonalization | Diagonalizable matrices, conditions, applications | | Inner Product Spaces | Orthogonality, Gram-Schmidt process, orthonormal bases | | Quadratic Forms | Reduction to canonical form, Sylvester’s law of inertia | | Canonical Forms | Jordan form (basic), rational canonical form (introduction) |

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