Before starting Lab 1, 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.
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Week Topic
Lab 1
(Sep. 13th — Sep. 17th)
Intro to Python + Numpy
Lab 2
(Sep. 27th — Oct. 8th)
TensorFlow setup + Intro
Lab 3
(Oct. 4th — Oct. 15th)
Lab 4
(Oct. 13th — Oct. 27th)
Lab 5
(Oct. 18th — Oct. 29th)
De-biasing language models
Lab 6
Optimizers (AdaGrad, Adam)
Lab 7
Convolutional Autoencoders
Lab 8
(Nov. 15th — Nov. 23rd)
Generative Adversarial Nets