Deep Learning: Loss and Optimization - Part 1
Channel: Andreas Maier
Date: 29/04/2020

Deep Learning - Loss and Optimization Part 1

This video explains how to derive L2 Loss and Cross-Entropy Loss from statistical assumptions. Highly relevant for the oral exam!

Full Transcript
https://towardsdatascience.com/lecture-notes-in-deep-learning-loss-and-optimization-part-1-f702695cbd99

Video References:
Lex Fridman's Channel
https://www.youtube.com/channel/UCSHZKyawb77ixDdsGog4iWA

Further Reading:
A gentle Introduction to Deep Learning
https://www.sciencedirect.com/science/article/pii/S093938891830120X

Further Free Deep Learning Ressources (including exercises)
https://lme.tf.fau.de/teaching/free-deep-learning-resources/