LEC # | TOPICS | NOTES |
---|---|---|

Unit I: (Numerical) Calculus | ||

1 | Numerical Calculus Part 1 | |

2 | Numerical Calculus Part 2 | Lecture 2 Notes (PDF) |

3 | Numerical Calculus Part 3 | Lecture 3 Notes (PDF) |

Unit II: Statistical Estimation; Monte Carlo Methods | ||

4 | Probability and Statistics Part 1 | Lecture 4 Notes (PDF - 1.1MB) |

5 | Probability and Statistics Part 2 | |

6 | Probability and Statistics Part 3 | Lecture 6 Notes (PDF) |

7 | Probability and Statistics Part 4 | Lecture 7 Notes (PDF - 1.2MB) |

8 | Probability and Statistics Part 5 | Lecture 8 Notes (PDF) |

Unit III: Linear Algebra 2: Matrices and Least Squares; Regression | ||

9 | Linear Algebra 1 Part 1 | Lecture 9 Notes (PDF - 1.2MB) |

10 | Linear Algebra 1 Part 2 | Lecture 10 Notes (PDF - 1.4MB) |

11 | Linear Algebra 1 Part 3 | Lecture 11 Notes (PDF) |

12 | Special Topic: MATLAB Programming and Arduino Part 1 | No notes for this lecture. |

13 | Special Topic: MATLAB Programming and Arduino Part 2 | No notes for this lecture. |

14 | Linear Algebra 1 Coda | Lecture 14 Notes (PDF) |

Unit IV: Ordinary Differential Equations | ||

15 | Ordinary Differential Equations Part 1 | Lecture 15 Notes (PDF) |

16 | Ordinary Differential Equations Part 2 | Lecture 16 Notes (PDF) |

17 | Ordinary Differential Equations Part 3 | Lecture 17 Notes (PDF - 1.4MB) |

Unit V: Linear Algebra 2: Linear Systems | ||

18 | Linear Algebra 2 Part 1 | Lecture 18 Notes (PDF - 1.1MB) |

19 | Linear Algebra 2 Part 2 | Lecture 19 Notes (PDF) |

20 | Linear Algebra 2 Part 3 | Lecture 20 Notes (PDF - 1.3MB) |

21 | Linear Algebra 2 Part 4 | No notes for this lecture. |

Unit VI: Nonlinear Problems | ||

22 | Nonlinear Problems Part 1 | Lecture 22 Notes (PDF - 1.2MB) |

23 | Nonlinear Problems Part 2 | Lecture 23 Notes (PDF) |

24 | Nonlinear Problems Part 3 | No notes for this lecture. |

Additional Topics | ||

25 | Additional Topics | No notes for this lecture. |

26 | Additional Topics | Lecture 26 Notes (PDF - 1.5MB) |