Multidimensional Data Processing (Linear Algebra)
Learning Outcomes
- Understanding the introduction and background of multidimensional data processing
- Learning about vectors
- Understanding rotations to matrix multiplication
- Learning about the inverse of a matrix, graphs, inner products
- Understanding matrix classifications
- Learning about orthogonal matrices, projection, linear independence
- Understanding Page rank
- Learning about singular value decomposition (SVD), least squares
- Understanding the introduction of principal components analysis (PCA)
- Learning about PCA and SVD, applications
Module Code:
CS2900