Labs

Before starting Lab 0, please read over how to get started with Google Colab here and how to open up labs here.
If you cannot run labs on Google Colab, follow the instructions here to download lab assets and run locally with Jupyter.

Week Topic
Lab 0
(Sep. 14th — Sep. 18th)
(Optional) Intro to Python + Numpy
Lab 1
(Sep. 21st — Sep. 25th)
Automatic differentiation
Lab 2
(Sep. 28th — Oct. 2nd)
TensorFlow setup + Intro
Lab 3
(Oct. 5th — Oct. 9th)
Visualizing CNNs
Lab 4
(Oct. 12th — Oct. 16th)
Word2Vec + Language Modeling
Lab 5
(Oct. 19th — Oct. 23rd)
De-biasing language models
Lab 6
(Oct. 26th — Oct. 30th)
Google Cloud Platform
Lab 7
(Nov. 2nd — Nov. 6th)
Optimizers (AdaGrad, Adam)
Lab 8
(Nov. 16th — Nov. 2oth)
Convolutional Autoencoders
Lab 9
(Nov. 23rd — Nov 27th)
(Nov. 30th — Dec. 4th)
Generative Adversarial Nets