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Data Science Blog

Machine learning & data science for beginners and experts alike.
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Community Content Engineer
Community Content Engineer

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Word embeddings are vector representations of words, where more similar words will have similar locations in vector space. First developed by a team of researchers at Google led by Thomas Mikolov, and discussed in the paper Efficient Estimation of Word Representations in Vector Space, word2vec is a popular group of models that produce word embeddings by training shallow neural networks. In this blog post, we apply a word2vec model to the Alteryx Community texts to develop Alteryx-specific word embeddings.

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Alteryx
Alteryx

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Let's see if we can cut down our energy consumption - FROM 97.7 QUADRILLION BTU!

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Atom

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Royden Onishi explains how he & Ryan Andrew created their Image Vectorizer tool with the Python SDK and reflects on their experience in the Alteryx BUILD hackathon.

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Alteryx
Alteryx

 

pig-with-classification.pngUsing a deep neural net to detect what's in an image.

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