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