Introduction to Numerical Methods

The target audience of this book are computer science students wanting to learn numerical algorithms and apply them in scientific computing.

Table of Contents edit

  1. Introduction
  2. Rounding Off Errors
  3. Measuring Errors
  4. Python Programming
  5. Numerical Differentiation
  6. Roots of Equations
  7. System of Linear Equations
  8. Interpolation
  9. Regression
  10. Integration
  11. Ordinary Differential Equations