https://youtube.com/feeds/videos.xml?channel_id=UC-WJQEm2k924NPOdUSzwI-w

Numerical Algorithms for Computing & ML, fall 2025 (lecture 26): Leapfrog integration,adjoint method

Justin Solomon Dec 10, 2025 Updated May 4, 2026

https://www.youtube.com/v/zG6l4RYjerg?version=3 (application/x-shockwave-flash)

yt:video:zG6l4RYjerg

Extensions

Numerical Algorithms for Computing & ML, fall 2025 (lecture 25): Exponential/RK/Newmark integration

Justin Solomon Dec 8, 2025 Updated Apr 21, 2026

https://www.youtube.com/v/MBaqylJJRqU?version=3 (application/x-shockwave-flash)

yt:video:MBaqylJJRqU

Extensions

Numerical Algorithms for Computing & ML, fall 2025 (lecture 24): Ordinary differential equations

Justin Solomon Dec 3, 2025 Updated Apr 13, 2026

https://www.youtube.com/v/Z4-50sJ_QNE?version=3 (application/x-shockwave-flash)

yt:video:Z4-50sJ_QNE

Extensions

Numerical Algorithms for Computing & ML, fall 2025 (lecture 23): Numerical integrals and derivatives

Justin Solomon Dec 1, 2025 Updated May 9, 2026

https://www.youtube.com/v/6WIA7aH6ZDU?version=3 (application/x-shockwave-flash)

yt:video:6WIA7aH6ZDU

Extensions

Numerical Algorithms for Computing & ML, fall 2025 (lecture 22): 1D Quadrature/Numerical Integration

Justin Solomon Nov 26, 2025 Updated May 7, 2026

https://www.youtube.com/v/28wBuvPHeRc?version=3 (application/x-shockwave-flash)

yt:video:28wBuvPHeRc

Extensions

Numerical Algorithms for Computing & ML, fall 2025 (lecture 21): Interpolation

Justin Solomon Nov 24, 2025 Updated May 5, 2026

https://www.youtube.com/v/aP0zIwYq07Q?version=3 (application/x-shockwave-flash)

yt:video:aP0zIwYq07Q

Extensions

Numerical Algorithms for Computing & ML, fall 2025 (lecture 20): Alternating optimization and ADMM

Justin Solomon Nov 20, 2025 Updated May 16, 2026

https://www.youtube.com/v/ral0DFUROpk?version=3 (application/x-shockwave-flash)

yt:video:ral0DFUROpk

Extensions

Numerical Algorithms for Computing & ML, fall 2025 (lecture 19): Gauss-Newton, Levenberg-Marquardt

Justin Solomon Nov 17, 2025 Updated May 4, 2026

https://www.youtube.com/v/r0rWT_r4oPI?version=3 (application/x-shockwave-flash)

yt:video:r0rWT_r4oPI

Extensions

Numerical Algorithms for Computing & ML, fall 2025 (lecture 18): Conjugate gradient algorithm

Justin Solomon Nov 14, 2025 Updated Apr 29, 2026

https://www.youtube.com/v/nHoDQTtC2AU?version=3 (application/x-shockwave-flash)

yt:video:nHoDQTtC2AU

Extensions

Numerical Algorithms for Computing & ML, fall 2025 (lecture 17): Active set, barrier, intro to CG

Justin Solomon Nov 6, 2025 Updated May 4, 2026

https://www.youtube.com/v/o3ZXMMpTQKw?version=3 (application/x-shockwave-flash)

yt:video:o3ZXMMpTQKw

Extensions

Numerical Algorithms for Computing & ML, fall 2025 (lecture 16): Constrained optim., KKT conditions

Justin Solomon Nov 3, 2025 Updated May 7, 2026

https://www.youtube.com/v/57hj6F7BM8Q?version=3 (application/x-shockwave-flash)

yt:video:57hj6F7BM8Q

Extensions

Numerical Algorithms for Computing & ML, fall 2025 (lecture 15): BFGS and Quasi-Newton Methods

Justin Solomon Oct 30, 2025 Updated May 5, 2026

https://www.youtube.com/v/hbGhZpJwano?version=3 (application/x-shockwave-flash)

yt:video:hbGhZpJwano

Extensions

Numerical Algorithms for Computing & ML, fall 2025 (lecture 14): Convergence of gradient descent

Justin Solomon Oct 30, 2025 Updated Apr 28, 2026

https://www.youtube.com/v/3TwIGr73YTs?version=3 (application/x-shockwave-flash)

yt:video:3TwIGr73YTs

Extensions

Numerical Algorithms for Computing & ML, fall 2025 (lecture 13): Golden sec search, Wolfe conditions

Justin Solomon Oct 20, 2025 Updated May 10, 2026

https://www.youtube.com/v/1QkmyVpCETQ?version=3 (application/x-shockwave-flash)

yt:video:1QkmyVpCETQ

Extensions

Numerical Algorithms for Computing & ML, fall 2025 (lecture 12): Broyden's method, root finding

Justin Solomon Oct 15, 2025 Updated May 4, 2026

https://www.youtube.com/v/yGIMAKOYnyo?version=3 (application/x-shockwave-flash)

yt:video:yGIMAKOYnyo

Extensions