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Tutorial: K-Nearest Neighbor classifier for MNIST

Previously we looked at the Bayes classifier for MNIST data, using a multivariate Gaussian to model each class. We use the same dimensionality...

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Bayes classifier and Naive Bayes tutorial (using the MNIST dataset)

The Naive Bayes classifier is a simple classifier that is often used as a baseline for comparison with more complex classifiers. It is also...

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Tutorial: How to use Linux Screen

A problem that often arises when you’re dealing with lots of data is that it takes forever to process. So you SSH into your Amazon EC2 machine,...