All labs are held in CIT 201.
Labs are provided as iPython notebooks. For more information on getting started with iPython Notebooks, see this page.
|Sep. 6th — Sep 8th||No Lab - Sign Up for Lab Sections!|
|Sep. 10th — Sep. 15th||(Optional) Python Setup, Python Tutorial + Linear Algebra Refresher|
|Sep. 17th — Sep. 22nd||[Code Tutorial] Tensorflow Setup, Hello World, Getting Comfortable with the TF API|
|Sep. 24th — Sep. 29th||[Visualization] Visualizing Convolution in Neural Networks: What are our Filters actually doing?|
|Oct. 1st — Oct. 7th||[Case Study] Training Very Deep Convolutional Networks|
|Oct. 10th — Oct. 16th||Recurrent Neural Networks|
|Oct. 24th — Oct. 30th||[Case-Study] Word2Vec|
|Oct. 31st — Nov. 6th||Language Modeling with Convnets|
|Nov. 7th — Nov. 13th||Automatic Differentiation|
|Nov. 26th — Dec. 2nd||Generative Adversarial Networks (GANs)|