Vectors: Operations on Vectors, Orthogonal Vectors, Norm of a vector, Inner product, cosine similarity
Matrices: Operations like dot product, multiplication, Hadamard product, Linear basis, Transpose, Rank of matrix, Linear mappings, Meaning of matrix multiplication from geometrical context, Inverse of matrix, Eigen Values and Vectors, Principal Component Analysis, Singular Value Decomposition.