Hamnus

Numerical Methods

Build from root finding to interpolation, differentiation and integration, with methods you can apply to engineering problems.

Start here: Introduction
Suggested learning path · 17 lessons
  1. Introduction
  2. History and Examples of Numerical Methods
  3. Non-Linear Transcendental and Polynomial Function Techniques
  4. The Graphical Method
  5. Bisection Method
  6. Introduction to Newton-Raphson Method and Secant Method
  7. The Newton-Raphson Method
  8. Muller’s Methods | Introduction
  9. Muller’s Method Part 2 | Steps
  10. Brent’s Method | Introduction
  11. Brent’s Method | Steps
  12. Introduction to Lagrange Interpolation
  13. Lagrange Interpolation: A Classical Approach to Polynomial Estimation
  14. Approximating Derivatives Using Difference Approximations
  15. Numerical Differentiation
  16. Numerical Integration
  17. Trapezoidal Rule