Introduction To Numpy And Linear Algebra List Of Contents: Number_01 - Introduction to Numpy Number_02 - Indexing, Slicing And Reshaping Numpy Arrays Number_03 - Numpy Array Broadcasting Number_04 - Vectors And Vector Arithmetic Number_05 - Vector Norms Number_06 - Matrices And Matrix Arithmetic Number_07 - Types of Matrices Number_08 - Matrix Operations Number_09 - Sparse Matrices Number_10 - Tensors And Tensor Arithmetic Number_11 - Matrix Decompositions Number_12 - Eigen Decomposition Number_13 - Singular Value Decomposition Number_14 - Introduction to Multivariate Statistics Number_15 - Principal Component Analysis