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Lecture
Local Invertibility: Vector Fields
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Local Invertibility: Vector Fields
Covers local invertibility of vector fields and the Inverse Function Theorem.
Functions of LR: Differentiability
Explains differentiability in LR functions and introduces the Jacobian matrix.
Functions and Coordinate Changes
Explores bijective functions, coordinate transformations, and graphical representations in two dimensions.
Derivability and Composition
Covers derivability, linear applications, composition of functions, and the gradient vector.
Differentiability: Functions and Matrices
Explores partial differentiability, the chain rule, and invertibility of vector fields.
Spherical Coordinates: Determinant of Jacobi
Covers spherical coordinates and the determinant of Jacobi in linear algebra.
Linear Systems in 2D: Stability
Explores stability in linear 2D systems, covering fixed points, vector fields, and phase portraits.
Inverse Function Theorem
Discusses inverse functions and local invertibility based on the determinant of the Jacobian matrix.
Differentiable Functions in R²
Explores differentiable functions in R², including vector fields and coordinate transformations.
Differentiability: Functions and Matrices
Explores differentiability for functions and matrices, covering partial differentiability, the Jacobean matrix, and the chain rule.