Numerical Differentiation: Second Derivatives and Differentiating Data

This video explores how to numerically compute second derivatives and how to differentiate vectors of data.  Examples are given in Python and Matlab.  

Paper on ML for differentiation: https://www.pnas.org/doi/10.1073/pnas...

Playlist: Engineering Math: Differential Equati...
Course Website: http://faculty.washington.edu/sbrunto...

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This video was produced at the University of Washington

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0:00 Higher order finite difference schemes
5:30 Finite difference second derivative
14:27 Differentiating data vectors
26:28 Python code example
35:22 Matlab code example