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Word2Vec Tutorial - The Skip-Gram Model

This tutorial covers the skip gram neural network architecture for Word2Vec. My intention with this tutorial was to skip over the usual introductory and abstract insights about Word2Vec, and get into more of the details. Specifically here I’m diving into the skip gram neural network model.

Jeff Dean Keynote at GTC 2015

Nvidia puts on its GPU Technology Conference (GTC) each year to highlight work being done on GPUs outside of graphics–including machine learning.

Notes on PageRank

This post is just intended to capture my notes on the PageRank algorithm as described in the Mining Massive Datasets course on Coursera.