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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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Ever wondered how to build a new analytic tool from scratch using the Alteryx Python SDK, but didn’t know where to start? This blog post takes you through the absolute basics to get you up and running - You’ll be creating brand new tools, connectors and advanced analytics in no time with this step-by-step beginners guide!

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Sr. Community Content Manager
Sr. Community Content Manager

icon.pngHow to create a Gender Classification tool with the Python SDK based on example code in chapter 1 - Language and Computation - of Applied Text Analysis with Python.

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Alteryx
Alteryx

 

bayes-theorem-neon-sign.jpgHow to implement your own naive bayes classifier in Python and a detailed explanation of how it all works.

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