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Numerical Differentiation with Finite Difference Derivatives

Offered By: Steve Brunton via YouTube

Tags

Calculus Courses Engineering Courses Python Courses MATLAB Courses Taylor Series Courses Numerical Differentiation Courses

Course Description

Overview

Explore numerical differentiation techniques and finite difference schemes for approximating derivatives in this comprehensive video lecture. Learn how to analyze error using Taylor series and understand forward, backward, and central difference derivatives. Gain practical insights through Matlab and Python code examples. Discover the importance of these methods in simulating differential equations for various scientific and engineering applications.

Syllabus

Numerical differentiation and finite difference
Understanding error with Taylor series
Forward difference derivative
Backward difference derivative
Central difference derivative
Matlab code example
Python code example


Taught by

Steve Brunton

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