Labs

All labs are held in CIT 167 (MS Lab).

Labs are provided as Jupyter (iPython) notebooks.

Week Topic
One
(Sep. 5th — Sep. 7th)
No Lab
Two
(Sep. 10th — Sep. 14th)
(Optional) Intro to Python, Python setup, and Linear Algebra Refresher
Three
(Sep. 17th — Sep. 21nd)
[Code Tutorial] Intro to TensorFlow!
Four
(Sep. 24th — Sep. 28th)
[Visualization] Visualizing Convolution in Neural Networks: What are our Filters actually doing?
Five
(Oct. 1st — Oct. 5th)
No lab
Six
(Oct. 8th — Oct. 12th)
[Case-Study] Word2Vec + Language Modeling
Seven
(Oct. 15th — Oct. 19th)
[Case Study] Training Very Deep Convolutional Networks
Eight
(Oct. 22st — Oct. 26th)
[Tutorial] Google Cloud Platform Setup
Nine
(Oct. 29th — Nov. 2nd)
No lab
Ten
(Nov. 5th — Nov. 9th)
No lab
Eleven
(Nov. 12th — Nov. 16th)
Convolutional Autoencoder
Twelve
(Nov. 19th — Nov. 23rd)
No lab
Thirteen
(Nov. 26th — Nov. 30th
Generative Adversarial Networks
Fourteen
(Dec. 3rd — Dec. 7th)
Autodiff