Video Timelines

Lesson 1

• 00:00:01 174 Welcome and tools presentation
• 00:05:26 13 About jeremy and the fastai course
• 00:10:23 49 Lesson 1 start
• 00:17:55 17 Looking at the data
• 00:26:29 28 ImageDataBunch
• 00:35:05 13 Training: resnet34
• 00:40:04 17 Overfitting and validation set
• 00:41:40 22 fit_one_cycle
• 00:48:38 11 fastai and students achievements
• 01:08:41 12 Visualizing results
• 01:14:40 24 Unfreezing, fine tuning and learning rates
• 01:26:54 12 Training: resnet50
• 01:35:06 25 fastai doc notebooks

Lesson 2