Lesson 8 Discussion

Note: the complete collection of Part 2 video timelines is available in a single thread for keyword search.
Part 2: complete collection of video timelines

I did a timeline of the Lesson 8 video as I found them very practical in Part 1 wiki.
There are many links, probably there was a lot of “happy noise” in the first class :upside_down:
I expect future timelines to be shorter.

Lesson 8 video timeline:

0:00 : Intro and review of Part 1

08:00 : moving to Python 3

10:30 : moving to Tensorflow and TF Dev Summit videos

22:15 : moving to PyTorch

27:30 : from Part 1 “best practices” to Part 2 “new directions”

31:40 : time to build your own box

36:20 : time to start reading papers

39:30 : time to start writing about your work in this course

41:30 : what we’ll study in Part 2

40:40 : artistic style (or neural style) transfer

52:10 : neural style notebook

54:15 : Mendeley Desktop

56:15 : arXiv-Sanity.com

59:00 : Jeremy on twitter.com and reddit.com/r/MachineLearning/

1:01:15 : neural style notebook (continued)

1:04:05 : broadcasting, APL as “A Programming Language”, and Jsoftware

1:07:15 : broadcasting with Keras

1:12:00 : recreate input with a VGG model

1:22:45 : optimize the loss function with a deterministic approach

1:33:25 : visualize the iterations through a short video

1:37:30 : recreate a style

1:44:05 : transfer a style

4 Likes