What you'll learn
35 lessons in Multivariable calculus
Partial derivativesGradients & directional derivativesMultiple integralsLine integralsGreen's & Stokes' theoremsGradient descentVector fields, curl & divergenceSurface integrals & fluxChange of variables / JacobianCylindrical & spherical coordsTangent planes & linear approximationsDivergence theoremConservative fields & potentialsDouble integrals in polarClairaut's theorem & proofGradient ⊥ level sets — proofLagrange multipliers proofTriple integral applicationsHessian & second-derivative testEuler's theorem on homogeneous functionsThe implicit function theoremTotal differential & the multivariable chain ruleTaylor's theorem in several variablesPlanes & lines in spaceQuadric surfacesSpace curves: arc length, curvature & the Frenet frameVector identities & the triple productsDifferential forms & generalized StokesConstrained optimization & the KKT conditionsTensors & index notationThe Laplacian & harmonic functionsVector calculus in curvilinear coordinatesThe Helmholtz decompositionThe Gaussian integralIndex of a vector field & Poincaré–Hopf