2. Multivariable calculus - Curves in space, vector functions - Geometrical interpretation of derivatives of vector Functions - Surfaces in space, functions of several variables - Partial differentiation - Geometrical interpretation of partial derivatives - Maxima/minima problems - Directional derivatives, gradient of scalar fields - Vector fields, conservative fields, curl and divergence - Line and work integrals - Independence of path - Iterated integrals, order of integration - Areas and volumes - Change of variables in iterated integrals - Green's theorem - Applications of multiple integrals
| 40.00 |
3. Linear Algebra - Vector spaces, spanning sets, bases, linear independence, dimension - Column and row space, rank, null space, nullity - Linear algebraic equations - Inner products, norm, orthogonality - Projections, least squares fitting - Linear transformations and operators - Markov chains - Eigenvalues and eigenvectors, diagonalisation - Systems of first order differential equations - Powers of a matrix - Symmetric matrices.
| 30.00 |