1/14 | Introduction to the course |

1/16 | Read Lecture 1 and Appendix (The Definition of Numerical Analysis)
BLAS classification and linear algebra review Course survey due |

1/18 | Watch
Getting Started with MATLAB
MATLAB demo |

1/21 | MLK Day: No class |

1/23 | Read Lecture 2
Orthogonality |

1/25 | Read Lecture 3
Norms Quiz 1 |

1/28 | Read Lecture 4
SVD |

1/30 | Read Lecture 5
More on SVD |

2/1 | In-class MATLAB exercise
Problem Set 1 due |

2/4 | Read Lectures 7-8
QR and Gram-Schmidt |

2/6 | CGS vs MGS vs Householder |

2/8 | Read Lecture 10
Householder triangularization Quiz 2 |

2/11 | Finish Householder QR |

2/13 | Read Lecture 11
Least squares problems |

2/15 | Speeding up Householder QR |

2/18 | Read Lecture 13
Floating point arithmetic Problem Set 2 due |

2/20 | Overview of accuracy and stability |

2/22 | More on accuracy and stability |

2/25 | Midterm review |

2/27 | IN-CLASS MIDTERM |

3/1 | No class |

3/4 | Read Lecture 17
Stability of back substitution |

3/6 | Read Lecture 23
Cholesky factorization |

3/8 | Read Lecture 20
Gaussian elimination without pivoting Quiz 3 |

3/11 | Spring Break: No class |

3/13 | Spring Break: No class |

3/15 | Spring Break: No class |

3/18 | Read Lecture 21
Pivoting |

3/20 | Read Lecture 22
Stability of LU and Cholesky |

3/22 | Blocked LU and LAPACK software stack
Problem Set 3 due |

3/25 | Read Lecture 24
Eigenvalue problems |

3/27 | Read Lectures 25-26
Householder tridiagonalization Quiz 4 |

3/29 | Golub-Kahan bidiagonalization
Project proposal due |

4/1 | Read Lecture 27
Rayleigh quotient, inverse iteration |

4/3 | No class |

4/5 | Read Lecture 31
Computing the SVD |

4/8 | Tensor notation and common operations
Problem Set 4 due |

4/10 | CP decomposition |

4/12 | Tucker decomposition
Quiz 5 |

4/15 | Read Lecture 32
Overview of iterative methods |

4/17 | CG/Lanczos algorithms |

4/19 | Good Friday: No class |

4/22 | Sparse matrix storage and SpMV |

4/24 | Project Presentations: Lily, Suna, Jinxin |

4/26 | Project Presentations: Haonan, Chris |

4/29 | Project Presentations: Jessica, Bella, Trey
Problem Set 5 Due |

5/1 | Final Review (last day of class) |

5/6 | FINAL EXAM (9am) |