Lecture16 - Training Neural Networks - MLCB24

Playlist: https://tinyurl.com/MLCBlectures Notes: https://tinyurl.com/MLCB24notes Lecture Slides: https://www.dropbox.com/scl/fi/9glu85... Lecture Chapter: https://www.dropbox.com/scl/fi/8n8zsj... 0:00 Let’s make a model to predict BBB transmission! 36:00 Training a neural network 40:30 Momentum methods 47:30 Fitting a simple linear model 50:45 Bias/variance tradeoff 54:00 Regularization 1:05:20 Adam and the L2 penalty 1:09:30 Batch normalization 1:12:00 Back to our model