1 | 8/31 | Course overview and linear regression |

2 | 9/2 | BLAS classification and linear algebra review Class survey due |

3 | 9/5 | Matlab demo |

4 | 9/7 | Lectures 1 and 2: Matvec and Orthogonality |

5 | 9/9 | Lecture 3: Norms (flipped) |

6 | 9/12 | Lecture 4: SVD |

7 | 9/14 | Lecture 5: More on SVD |

8 | 9/16 | Work through Matlab homework problem Homework 1 due |

9 | 9/19 | Lectures 7 and 8: QR and Gram-Schmidt |

10 | 9/21 | CGS vs MGS vs Householder |

11 | 9/23 | Lecture 10: Householder Triangularization (flipped) |

12 | 9/26 | More on Householder and solving LS problems |

13 | 9/28 | Lecture 11: LS Problems |

14 | 9/30 | Example LS Problems in Matlab Homework 2 due |

15 | 10/3 | Lecture 13: Floating Point Arithmetic |

16 | 10/5 | Overview of accuracy and stability |

17 | 10/7 | More on accuracy and stability |

18 | 10/10 | Lecture 17: Stability of Back Substitution |

19 | 10/12 | Lecture 23: Cholesky Factorization |

20 | 10/14 | More on Cholesky, recursive algorithm Homework 3 due |

21 | 10/17 | Midterm review (flipped) |

22 | 10/19 | MIDTERM |

18 | 10/24 | Work through midterm |

19 | 10/26 | Lecture 20: Gaussian elimination without pivoting |

20 | 10/28 | Lecture 21: Pivoting |

21 | 10/31 | Stability of LU and Cholesky |

22 | 11/2 | Blocked LU and LAPACK software stack |

23 | 11/4 | Lecture 24: Eigenvalue problems |

24 | 11/7 | Householder tridiagonalization |

25 | 11/9 | Golub-Kahan bidiagonalization |

26 | 11/11 | Lecture 31: Computing the SVD Homework 4 due |

27 | 11/14 | PageRank example in Matlab |

28 | 11/16 | Lecture 27: Rayleigh quotient, inverse iteration |

29 | 11/18 | Review of EVD/SVD (flipped) |

30 | 11/21 | Lecture 32: Overview of Iterative Methods |

31 | 11/28 | CG/Lanczos Algorithms and SpMV (COO) |

32 | 11/30 | SpMV (CSR) and CG/Lanczos examples in Matlab |

33 | 12/2 | Koby and Larry Homework 5 due |

34 | 12/5 | Mona and Jiajun/Henry |

35 | 12/7 | Jeffrey and Kathryn |

36 | 12/9 | Chris and Nick |

12/17 | Take-home FINAL due |