Ch-1-Linear-Algebra○Eigenvalues & Eigenvectors○Matrix Decomposition○Matrix Multiplication○Scalars, Vectors, and MatricesCh-2-Probability○Basic Probability○Bayes' Theorem○Conditional Probability○DistributionsCh-3-Statistics○Correlation○Covariance○Mean, Median, and Mode○Variance & Standard DeviationCh-4-Calculus-Optimization○The Chain Rule○Derivatives○Gradient Descent○Gradients
Ch-1-Linear-Algebra○Eigenvalues & Eigenvectors○Matrix Decomposition○Matrix Multiplication○Scalars, Vectors, and Matrices