Table of Contents

Math

Gil Strang's course 18.065

project-based. no tests. “that's how people learn”

Notes on Gilbert Strang Deep Learning

Timeline

Miscellaneous Topics

Euler's Number
Euler's Formula
Power Function
Exponentiation
Exponential Function

Notes

[W,s,v] = svd((repmat(sum(x.*x,1),size(x,1),1).*x)*x');

in week 1 > parameter learning > gradient descent for linear regression

batch gradient descent

use lsode to solve multiple equations using calculus

https://www.gnu.org/software/octave/doc/v4.0.1/Ordinary-Differential-Equations.html

References

Unicode Characters Used in Equations