Linear Algebra And Optimization With Applications To Machine Learning - Volume I: Linear Algebra For Computer Vision, Robotics, And Machine Learning

Linear Algebra And Optimization With Applications To Machine Learning - Volume I: Linear Algebra For Computer Vision, Robotics, And Machine Learning By Gallier, Jean H Published by World Scientific Publishing Company Publication Date: 2020-02-07 Subject: Computers Computer Science, Computers Computer Science, Mathematics Algebra Linear, Mathematics Optimization, Mathematics Algebra - Linear, Mathematics Optimization, Algebra, Computer Vision, Machine Learning, Maths For Computer Scientists, Maths For Computer Scientists, Machine Learning, Computer Vision, Algebra, Mathematics Algebra Linear, Mathematics, Linear, Mathematics Optimization, Optimization, Computers Computer Science, Computers, Computer Science, Algebras, Linear, Machine Learning - Mathematics, Anf: Computers And It Subject Keywords: Vectors; Basis; Linear Maps; Kernels; Affine Maps; Determinants; LU; Cholesky; Rref; Haar Wavelets; Curve Interpolation; Matrix Norms; Dual Space; Euclidean Spaces; Inner Product; QR-Decomposition; Hermitian Spaces; Orthogonal Group; Matrix Exponential; Quaternions; Eigenvalues; Adjoint; Spectral Graph Theorem; Graph Laplacian; SVD; Least Squares Problem; Pseudo-Inverse; PCA (Principal Component Analysis); Primary Decomposition Theorem Genre: Maths For Computer Scientists, Machine Learning, Computer Vision, Algebra, Mathematics, Algebra, Linear, Mathematics, Optimization, Computers, Computer Science, Maths For Computer Scientists, Machine Learning, Computer Vision, Algebra Target Audience: Tertiary education