You’re telling me an intelligence that will cure diseases and reshape humanity can be kept in check by a briskly written 80-page policy document? Yeah, because nothing halts a technological singularity quite like Section 4, Paragraph B of a compliance framework.
@ccanonne_ Did not read any books on complex analysis, but I recently stumbled upon https://t.co/FJ3XImGUWO, which offers nice visualizations. Might be useful as a supplementary resource.
@burkov 2/3 Any decent textbook on ML will explain that the 1/2 coefficient used here is just to make math more aesthetically pleasing when taking the gradient.
And, that 1/N comes from the fact that the cost function reflects the expected loss.
I've been reading through parts of "Neural Networks and Deep Learning: A Textbook", but could not find the official errata page. If you find some typos/mistakes, you can contribute to errata here - https://t.co/rNascmZC6A .
@rasbt Have you thought about splitting your lectures into multiple shorter videos? (For example, one 90 minute lecture into few ~30 min. videos.) It will be much easier for your students to follow and for you to redo particular sections if needed.