The homeworks will be available on Courseworks for registered students.

Assignment 0

Computational environment setup, Jupyter notebook usage, Tensorflow basics.

Assignment 1

Basic classifiers, MLP, dimension reduction techniques.

Assignment 2 - test

Kaggle test set

Assignment 2 - train

Kaggle train set

Projects

Published in the Courseworks

ECBM E4040 Neural Networks and Deep Learning, 2017.

Columbia University