Gilbert Strang 深入浅出机器学习的矩阵知识

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• All
• Math
• Linear algebra

• MIT 18.065 Matrix Methods in Data Analysis, Signal Processing, and Machine Learning,
• MIT_18.065-Part_1-A_Column_Space_Perspective
• MIT_18.065-Part_2-Matrix_Factorization
• MIT_18.065-Part_3-A_Different_Perspectvie_of_Matrix_Multiplication-An_Example
• MIT_18.065-Part_4-LU_Factorization
• MIT_18.065-Part_5-Four_Subspaces
• MIT_18.065-Part_6-Orthonormal Columns in Q Give Q’Q = I
• MIT_18.065-Part_7-Eigenvalues and Eigenvectors
• MIT_18.065-Part_8-Positive Definite and Semidefinite Matrices
• MIT_18.065-Part_9-Singular Value Decomposition-SVD
• MIT_18.065-Part_10-SVD_in_Action
• MIT_18.065-Part_11-SVD_&_Linear_System