Call Number | 13113 |
---|---|

Day & Time Location |
TR 8:40am-9:55am 633 Seeley W. Mudd Building |

Points | 3 |

Grading Mode | Standard |

Approvals Required | None |

Instructor | Yuan He |

Type | LECTURE |

Method of Instruction | In-Person |

Course Description | Advanced topics in linear algebra with applications to data analysis, algorithms, dynamics and differential equations, and more. (1) General vector spaces, linear transformations, spaces isomorphisms; (2) spectral theory - normal matrices and their spectral properties, Rayleigh quotient, Courant-Fischer Theorem, Jordan forms, eigenvalue perturbations; (3) least squares problem and the Gauss-Markov Theorem; (4) singular value decomposition, its approximation properties, matrix norms, PCA and CCA. |

Web Site | Vergil |

Department | Applied Physics and Applied Mathematics |

Enrollment | 55 students (80 max) as of 10:06AM Sunday, February 25, 2024 |

Subject | Applied Mathematics |

Number | E4008 |

Section | 001 |

Division | School of Engineering and Applied Science: Graduate |

Open To | Columbia College, Engineering:Undergraduate, Engineering:Graduate, GSAS, General Studies |

Campus | Morningside |

Note | EARLY REGISTRATION FOR APAM ONLY, OTHER DEPTS JAN 10TH |

Section key | 20231APMA4008E001 |