An introduction to scientific computing in Python using NumPy and SciPy
| Notebook | Description |
|---|---|
| Introduction | Course overview and syllabus |
| Loading and Plotting | Introduction to loading raw data files and basic plotting |
| Computer Arithmetic | Introduction to floating point arithmetic and numerical errors |
| Examples I | Walk-through examples to computer arithmetic |
| Nonlinear Equations | Roots of non-linear equations and numerical solution methods |
| Interpolation and Curve Fitting | Fitting and interpolation given discrete data |
| Systems of Equations | Linear algebra and solutions to Ax = b |
| Integration | Numerical integration methods |
| Examples II | Numerical integration examples |
| Examples III | Numerical integration examples |