August 2017 | Civis Analytics

Month August 2017

More Data More Problems: Variable Selection with Multiple Response Variables

by Sam W.

More data isn’t always better! This post will go over why and how we removed uninformative variables from a modeling dataset using a custom-built neural network architecture along with cross-checks using more traditional supervised learning algorithms. The end result is a better curated dataset for our model-building process. The Problem This is kind of weird, right? All you hear about...

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From Science to Production: Unleash your Jupyter Notebooks

From Science to Production: Unleash your Jupyter Notebooks

by Lori E.

Data scientists are explorers. They use Jupyter Notebooks, one of the most popular environments for data science analysis, to begin work toward creative solutions to big problems. But once those solutions are discovered…what’s the next step? In order for data scientists to make a major impact, the creativity that starts in notebooks needs to find its way out to the...

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