On the last lecture, we spent the first 30 minutes on an old exam. In particular, we learned how to calculate the ROC and AUC for a test sample. Check the video to see how this was done.
Last item of the lecture consisted of two visiting lectures. Antti Liski from Dain Studios and Miikka Ermes from Futurice presented their data science activities.
Good luck to the competition. I have arranged access to our classroom for gpu access. If you need more, I recommend renting an Amazon AWS gpu instance. Choose "Deep learning instance" to have anaconda, tensorflow and keras installed. The cost is $0.9/hour (AFAIK; running one now), which should stay bearable even for student budget.
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