Carnegie Mellon University in Qatar - Multivariate Analysis (21-256)

Undergraduate course, Carnegie Mellon University in Qatar, Arts and Sciences, Mathematics, 2020

Course for Computer Science students

Syllabus

  • Different types of matrices
  • Basic matrix operations
  • Systems of linear equations
  • Three-Dimensional Coordinate Systems
  • Vectors
  • The Dot Product
  • The Cross Product
  • Equations of Lines and Planes
  • Cylinders and Quadric Surfaces
  • Functions of Several Variables
  • Limits and Continuity
  • Partial Derivatives
  • Tangent Planes and Linear Approximations
  • The Chain Rule
  • Directional Derivatives and the Gradient Vector
  • Maximum and Minimum Values
  • Lagrange Multipliers
  • Double Integrals over Rectangles
  • Iterated Integrals
  • Double Integrals over General Regions
  • Double Integrals in Polar Coordinates