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01:14:56 Advanced Machine Learning 2022 - day 23… Advanced Machine Learning 2022 - day 23 Autoencoders	Advanced Machine Learning 2022 - day 23 Autoencoders Autoencoders space point things image parameters network batch dataset kinds points representation thing problem lot homework lines layers linear idea questions From Andrew Fagg 0 likes 4 plays 0
01:19:00 Advanced Machine Learning 2022 - Day 13… Advanced Machine Learning 2022 - Day 13 Convolutional Neural Network Architectures	Advanced Machine Learning 2022 - Day 13 Convolutional Neural Network Architectures Convolutional Neural Networks; building image recognition networks; categorical cross-entropy; binary cross-entropy classes image batch rows columns thread max function bit filters class things parameters input generator images layer convolution threads size From Andrew Fagg 0 likes 6 plays 0
29:04 Advanced Machine Learning 2022 - Generators Advanced Machine Learning 2022 - Generators	Advanced Machine Learning 2022 - Generators Generators, ImageDataGenerators images generator validation training image batch dataset batches process object epoch loop things homework range testing step gradient desk memory From Andrew Fagg 0 likes 5 plays 0
01:09:21 Advanced Machine Learning 2022 - day 09 Training… Advanced Machine Learning 2022 - day 09 Training Larger Models	Advanced Machine Learning 2022 - day 09 Training Larger Models HW1 discussion, the vanishing gradient problem, selecting non-linearities, batch normalization, transfer learning homework training function lot model things batch bit question layer supercomputer thing normalization loss practice parameters distribution problem output metrics From Andrew Fagg 0 likes 1 plays 0
01:17:33 Advanced Machine Learning 2022 - day 07 Deep… Advanced Machine Learning 2022 - day 07 Deep Learning on the Supercomputer	Advanced Machine Learning 2022 - day 07 Deep Learning on the Supercomputer OSCER Supercomputer, SLURM, batch files directory things job batch files experiment bit experiments questions supercomputer dot machine error jobs gpu environment node sh compute lots From Andrew Fagg 0 likes 4 plays 0
01:20:27 Advanced Machine Learning - Day 6 Advanced Machine Learning - Day 6	Advanced Machine Learning - Day 6 Python coding for the supercomputer arguments things function files command questions experiment bit job directory jupyter history exp object process supercomputer epochs batch model thing From Andrew Fagg 0 likes 63 plays 0