Estimated Time to Complete
Only available after login
What You'll Learn
Concepts:
Solving Ax=0 via Reduced Row Echelon Form to Find the Null Space Basis
Linear Independence of Basis Vectors in Euclidean Space
Positive Definite Matrices and Quadratic Forms in Linear Algebra for Minimizing Functions
Quiz 2 Review: Orthogonality, Determinants, and Eigenvalues in Linear Algebra
Cramer's Rule: A Geometric Interpretation via Determinants and Volume Scaling
Linear Transformations Preserving Addition and Scaling Operations
Linear Algebra: Row Exchanges and Permutation Matrices in Factorization
Matrix-Vector Multiplication as a Linear Combination of Columns in Linear Algebra
Incidence Matrices and Kirchhoff's Laws for Electrical Networks
Determining a Basis: Linear Independence and Spanning via Determinant or Echelon Form
Vectors, Matrices, and Subspaces in Linear Algebra
Determining Whether a Subset of R^n Is a Vector Subspace in Linear Algebra
Markov Matrix Steady States and Fourier Series as Orthogonal Projections
Computing 2x2 Matrix Eigenvalues from Trace and Determinant
Dimension and Basis for Matrix Spaces from Symmetric Matrices to Small World Graphs
Eigenvalues of Symmetric, Skew-Symmetric, and Orthogonal Matrices in Linear Algebra
Linear Systems of Equations in Linear Algebra
Computing a Matrix Inverse Using Cofactors and the Determinant Formula in Linear Algebra
Linear Algebra: Matrix Multiplication Rules and Gaussian Elimination to Find Inverse Matrices
Linear Algebra Markov Matrices Steady State Applications Fourier Series
LU Factorization for Solving Linear Systems
Testing Positive Definite Matrices in Linear Algebra
Determinant Properties in Linear Algebra
Computing Tetrahedron Volume with Determinants in Linear Algebra
Four Fundamental Subspaces in Linear Algebra
Matrix-Vector Multiplication via Row-Column Dot Products and the Column Space
Determining Matrix Columns from Rank and Null Space in Linear Algebra
Linear Algebra: Orthogonal Complements and Null Spaces
Intersection and Sum Operations on Vector Spaces
Eigenvalues and Eigenvectors Definitions in Linear Algebra
Solving Ax=b with Parameters in Linear Algebra
Finding the Inverse of a Matrix with Variable Entries in Linear Algebra
Linear Algebra: Column Space and Nullspace of Matrices
Singular Value Decomposition via Eigenvalue Decomposition of A^TA and AA^T
Gram-Schmidt Orthogonalization Algorithm
Vector Subspaces of Matrices Defined by Null Space Conditions in Linear Algebra
Finding a Basis for the Orthogonal Complement of a Subspace in Linear Algebra
Solving Inconsistent Linear Systems Using Least Squares
Matrix Similarity: A = PBP^-1 and Invariant Spectral Properties
Eigenvalues and Eigenvectors for Symmetric Matrices
Properties of Positive Definite Matrices in Linear Algebra
Projection Matrix Formulas in Linear Algebra
Change of Basis via the Invertible Transition Matrix
Left and Right Inverses and the Pseudoinverse
Rectangular Matrix Subspaces and Rank in Linear Algebra
Orthogonal Projections in Linear Algebra
Gram-Schmidt Process and QR Factorization
Eigenvalues of Projection Rotation and Reflection Matrices in Linear Algebra
Complex Numbers and Hermitian Matrices in Linear Algebra via the Fast Fourier Transform (FFT)
Properties of Determinants
Solution Sets of Ax=b and Ax=0: Affine Subspaces vs. the Null Space
Matrix Determinant Calculation Methods in Linear Algebra
Hermitian Matrices Properties in Linear Algebra
Row Picture and Column Picture of a Linear System in Linear Algebra
Linear Algebra image compression using change of basis and Fourier transform in JPEG standard
Solving Ax=b Using Gaussian Elimination and Back Substitution
Matrix Diagonalization: A = PDP^-1 via Eigenvectors and Eigenvalues
Solving Linear Differential Equations via the Matrix Exponential exp(At)