01:14:56 duration 1 hour 14 minutes
Advanced Machine Learning 2022 - day 23…
Advanced Machine Learning 2022 - day 23 Autoencoders
Autoencoders
01:19:00 duration 1 hour 19 minutes
Advanced Machine Learning 2022 - Day 13…
Advanced Machine Learning 2022 - Day 13 Convolutional Neural Network Architectures
Convolutional Neural Networks; building image recognition networks; categorical cross-entropy; binary cross-entropy
29:04 duration 29 minutes 4 seconds
Advanced Machine Learning 2022 - Generators
Generators, ImageDataGenerators
01:09:21 duration 1 hour 9 minutes
Advanced Machine Learning 2022 - day 09 Training…
Advanced Machine Learning 2022 - day 09 Training Larger Models
HW1 discussion, the vanishing gradient problem, selecting non-linearities, batch normalization, transfer learning
01:17:33 duration 1 hour 17 minutes
Advanced Machine Learning 2022 - day 07 Deep…
Advanced Machine Learning 2022 - day 07 Deep Learning on the Supercomputer
OSCER Supercomputer, SLURM, batch files
01:20:27 duration 1 hour 20 minutes
Advanced Machine Learning - Day 6
Python coding for the supercomputer