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8) PCA application to landmark modeling

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7) PCA dealing with large vectors

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6) PCA projection variance

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5) PCA summary

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4) PCA derivation

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3) Linear least squares

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2) PCA solution summary

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1) PCA overview

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Cumulative distribution transform (CDT) and 1D optimal transport

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3 Cumulative Distribution Transform in PythonPytranskit

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2 Cumulative Distribution Transform

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1 Overview

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1D optimization examples

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Intro to 1D optimization

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PDE Wave equation finite differences

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PDE Heat equation finite differences

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PDEs finite difference overview

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PDE examples & boundary conditions

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Intro to PDEs & nomenclature

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Adaptive time stepping

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SIR (COVID 19) modeling

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Runge-Kutta methods

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Higher order ODEs

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Intro to Ordinary Differential Equations

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Euler's Method

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Nonlinear regression, optimization example

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Optimization in Matlab

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Gradient descent, Newton's method

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Intro to Optimization

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Univariate root finding

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