I am planning to try the routine described in lesson 1 on an active competition.
Among currently active competition, quickdraw doodle [https://www.kaggle.com/c/quickdraw-doodle-recognition] 's task is most similar to the ones we have been doing.
However, the data size is 73GB.
I would like to have some advice on repeating our procedure on dataset of this size.
What can I do besides renting more expensive machine to speed up the process ?