How Deep Neural Networks Work

Part of the End-to-End Machine Learning School Course 193, How Neural Networks Work at https://e2eml.school/193

Visit the blog:
https://brohrer.github.io/how_neural_...

Get the slides:
https://docs.google.com/presentation/...

Errata
3:40 - I presented a hyperbolic tangent function and labeled it a sigmoid. While it is S-shaped (the literal meaning of "sigmoid") the term is generally used as a synonym for the logistic function. The label is misleading. It should read "hyperbolic tangent".


7:10 - The two connections leading to the bottom most node in the most recently added layer are shown as black when they should be white. This is corrected in 10:10.