Unit I: (Numerical) Calculus |
1 | Numerical Calculus Part 1 |
Lecture 1 Notes (PDF - 1.2MB) Interpolation Cheat Sheet (PDF)
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2 | Numerical Calculus Part 2 |
Lecture 2 Notes (PDF)
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3 | Numerical Calculus Part 3 |
Lecture 3 Notes (PDF)
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Unit II: Statistical Estimation; Monte Carlo Methods |
4 | Probability and Statistics Part 1 |
Lecture 4 Notes (PDF - 1.1MB)
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5 | Probability and Statistics Part 2 |
Lecture 5 Notes (PDF - 1.4MB) Lecture 5 Notes–Annotated (PDF - 1.4MB)
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6 | Probability and Statistics Part 3 |
Lecture 6 Notes (PDF)
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7 | Probability and Statistics Part 4 |
Lecture 7 Notes (PDF - 1.2MB)
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8 | Probability and Statistics Part 5 |
Lecture 8 Notes (PDF)
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Unit III: Linear Algebra 2: Matrices and Least Squares; Regression |
9 | Linear Algebra 1 Part 1 |
Lecture 9 Notes (PDF - 1.2MB)
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10 | Linear Algebra 1 Part 2 |
Lecture 10 Notes (PDF - 1.4MB)
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11 | Linear Algebra 1 Part 3 |
Lecture 11 Notes (PDF)
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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)
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Unit IV: Ordinary Differential Equations |
15 | Ordinary Differential Equations Part 1 |
Lecture 15 Notes (PDF)
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16 | Ordinary Differential Equations Part 2 |
Lecture 16 Notes (PDF)
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17 | Ordinary Differential Equations Part 3 |
Lecture 17 Notes (PDF - 1.4MB)
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Unit V: Linear Algebra 2: Linear Systems |
18 | Linear Algebra 2 Part 1 |
Lecture 18 Notes (PDF - 1.1MB)
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19 | Linear Algebra 2 Part 2 |
Lecture 19 Notes (PDF)
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20 | Linear Algebra 2 Part 3 |
Lecture 20 Notes (PDF - 1.3MB)
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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)
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23 | Nonlinear Problems Part 2 |
Lecture 23 Notes (PDF)
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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)
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