Material

Assignments

Discussions

Code

Lectures

• Administrivia:
  
  • keynote pdf
    
• Linear Equations:
  
  • keynote pdf pdf (A1) pdf (A2) demo.py
    
• Solving Linear Equations:
  
  • keynote pdf pdf (A1) pdf (A2)
    
• Echelon Forms:
  
  • keynote pdf pdf (A1) pdf (A2)
    
• Gaussian Elimination + Numerics:
  
  • keynote pdf pdf (A1) pdf (A2) demo.py
    
• Vector Equations
  
• Matrix-Vector Equations
  
• Linear Independence
  
• Linear Transformations
  
• Matrices of Linear Transformations
  
• Matrix Algebra
  
• Numerics and NumPy
  
• Matrix Inverse
  
• Invertible Matrix Theorem
  
• Algebraic Graph Theory
  
• Markov Chains
  
• Matrix Factorization
  
• Computer Graphics
  
• Subspaces
  
• Dimension and Rank
  
• Eigenvalues and Eigenvectors
  
• The Characteristic Equation
  
• Diagonalization
  
• Orthogonality
  
• PageRank
  
• Orthogonal Projection
  
• Least Squares
  
• Linear Models
  

Midterm

Final