Using a Schema to Construct a Metrics Regime
A schema is a conceptual framework. It can function as a lens through which to study data. When I was conducting research on workplace stress to do my graduate degree...
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#DevOps for Machine Learning (#ML / #AI)
Until very recently, most organizations have seen two distinct, non-overlapping work streams when building an AI enabled application: a development path and a data scienc...
Updated ggmap Tutorial!
Y’all it may have taken me a little time, but I did listen. Thank you for your emails. Because of you, I have now updated my ggmap tutorial to address the Google Static...
What is a Generative Adversarial Network?
This article was written by Hunter Heidenreich. Looking into what a generative adversarial network is to understand how they work. What’s in a Generative Model? Befor...
Classification and Regression Trees
Learn about CART in this guest post by Jillur Quddus, a lead technical architect, polyglot software engineer and data scientist with over 10 years of hands-on experience ...
Degrees of Freedom and Sudoku
This article is about Intuitive explanation of Degrees of Freedom and How Degrees of Freedom affects Sudoku. A lot of aspiring Data Scientists take courses on statistics...
The Challenges to Tackle Before You Start With AI
Artificial Intelligence and the technology behind it are growing at a furious pace. Marketers have realized its vast potential and are striving to extract the technology�...
Top 10 Technology Trends of 2019
First days after the celebration of the New Year is the time when looking back we can analyze our actions, promises and draw conclusions whether our predictions and expec...
Cross-Validation: Concept and Example in R
This article was written by Sondos Atwi. What is Cross-Validation? In Machine Learning, Cross-validation is a resampling method used for model evaluation to avoid testi...
Finding insights with graph analytics
Originally posted here. From detecting anomalies to understanding what are the key elements in a network, or highlighting communities, graph analytics reveal...