Neural Networks I

00:00:00Neural Networks I
00:00:39Neural networks learn a function
00:03:34Why we need a bias
00:04:49Why we need a non-linearity
00:05:55The main building block of neural networks
00:09:17Combining units into neural networks
00:11:08Neural networks as matrix operations
00:13:51Neural network setups and loss functions
00:23:45Backpropagation: Learning to get better
00:33:45Neural networks search for transformations
00:34:55DEMO: Building neural networks from scratch
01:09:29Neural Networks I recap

References and Links