Writing Research Papers in Data Science 5. Linear Algebra for Machine Learning: Singular Value Decomposition and Principal Component Analysis 4. Linear Algebra for Machine Learning: Eigenvalues, Eigenvectors and Diagonalization 3. Linear Algebra for Machine Learning: Factorization and Linear Transformations 2. Linear Algebra for Machine Learning: Basis and Dimension 1. Linear Algebra for Machine Learning: Linear Systems