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Principal Components Analysis in Theano

This is a follow-up post to my original PCA tutorial. It is of interest to you if you: Are interested in deep learning (this tutorial uses...

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Data Science: Natural Language Processing in Python

Do you want to learn natural language processing from the ground-up? If you hate math and want to jump into purely practical coding examples, my...

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A Tutorial on Autoencoders for Deep Learning

Despite its somewhat initially-sounding cryptic name, autoencoders are a fairly basic machine learning model (and the name is not cryptic at all when...

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Tutorial: Principal Components Analysis (PCA)

I remember learning about principal components analysis for the very first time. I remember thinking it was very confusing, and that I didn't know...