Computational Techniques
Imperial College - Department of Computing - 2021-2022
Manon Flageat & Luca Grillotti
Based on the materials of Abbas Edalat
Lecture Notes
Lecture Notes
Slides - Part 1
Slides - Part 1
January 18th
January 18th
Content:
[Review] Vector and Matrix
[Review] Vector Spaces
January 20th
January 20th
January 25th
January 25th
January 27th
January 27th
Slides - Part 2
Slides - Part 2
Introduction
Introduction
Extension Linear Maps to C
Extension Linear Maps to C
Orthogonal Matrices
Orthogonal Matrices
Spectral Decomposition
Spectral Decomposition
Positive Definite Matrices (1)
Positive Definite Matrices (1)
Singular Value Decomposition
Singular Value Decomposition
Cholesky Decomposition
Cholesky Decomposition
QR Decomposition
QR Decomposition
Least Square Methods
Least Square Methods
Revision Session
Revision Session