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I gave a practical talk on the nuts and bolts of using using decision trees, random forests and gradient boosting. Jupyter notebooks of the talk are available on the following repostiory: https://github.com/SSDS2016/Day-2.
I gave a practical talk generative adversarial networks, with a vanilla GAN example trained on MNIST. Jupyter notebooks of the talk are available on the following repostiory: https://github.com/SSDS-Croatia/SSDS-2017/tree/master/Day-5.