Uploaded February 2021 | Updated September 2026, 2 weeks ago

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Sebastian's books: sebastianraschka.com/books

Computational libraries such as NumPy and PyTorch extend linear algebra concepts in useful ways to make its usage more convenient in practice. In this video, we will learn about broadcasting, which is a concept for creating implicit dimensions for matrix-vector addition and other operations.

Slides: sebastianraschka.com/pdf/lecture-notes/stat453ss21/L04_linalg-dl_slides.pdf

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This video is part of my Introduction of Deep Learning course.

Next video: youtu.be/4pnoymfFiYM

The complete playlist: youtube.com/playlist?list=PLTKMiZHVd_2KJtIXOW0zFhFfBaJJilH51

A handy overview page with links to the materials: sebastianraschka.com/blog/2021/dl-course.html

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