01:14:56
Advanced Machine Learning 2022 - day 23…
Advanced Machine Learning 2022 - day 23 Autoencoders
Autoencoders
01:19:00
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
Advanced Machine Learning 2022 - Generators
Generators, ImageDataGenerators
01:09:21
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
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
Advanced Machine Learning - Day 6
Python coding for the supercomputer