Uploaded March 2021 | Updated September 2026, 2 weeks ago

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Sebastian's books: sebastianraschka.com/books

Slides: sebastianraschka.com/pdf/lecture-notes/stat453ss21/L11_norm-and-init__slides.pdf

BatchNorm paper: Ioffe, S., & Szegedy, C. (2015). Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift. In International Conference on Machine Learning (pp. 448-456). http://proceedings.mlr.press/v37/ioffe15.html

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

Next video: youtu.be/8AUDn7iF2DY

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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