Top stories published by The Civis Journal in 2018

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Top Stories published by The Civis Journal in 2018

2018

December

Civis Analytics in The Civis Journal

Jun 8, 2018

The best Mario Kart character according to data science

By Henry Hinnefeld

82 responses

Civis Analytics in The Civis Journal

May 11, 2018

Demystifying Black-Box Models with SHAP Value Analysis

By Peter Cooman

3 responses

Civis Analytics in The Civis Journal

Sep 17, 2018

Prediction at Scale with scikit-learn and PySpark Pandas UDFs

By Michael Heilman

scikit-learn is a wonderful tool for machine learning in Python, with great flexibility for implementing pipelines and running experiments (see, e.g., this Civis blog…

5 responses

Civis Analytics in The Civis Journal

Sep 11, 2018

Experimenting with PySpark to Match Large Data Sources

By Zhihuang Chen

Civis provides a solution called Identity Resolution, which unifies data from different sources and resolves duplicate identities. The core feature of this solution is a…

3 responses

Civis Analytics in The Civis Journal

Mar 13, 2018

Programming with Futures in R

by Patrick Miller

Civis Analytics in The Civis Journal

Feb 14, 2018

An Intro to Natural Language Processing in Python: Framing Text Classification in Familiar Terms

Civis Analytics in The Civis Journal

Feb 22, 2018

Reducing bias and ensuring fairness in data science

By Henry Hinnefeld

3 responses

Civis Analytics in The Civis Journal

Aug 30, 2018

Deploying Databases on Kubernetes

By Carrie Utter and Leanne Miller

A core function of Civis Platform is allowing data scientists to deploy their workloads on-demand, without needing to worry about the infrastructure involved. About a year ago, Civis put…

1 response

Civis Analytics in The Civis Journal

Nov 14, 2018

Bringing Big Data to Big Macs: Lessons from McDonald’s Successful Adoption of Data Science for Personalized Marketing

Civis Analytics in The Civis Journal

Oct 11, 2018

Creating a Culture that Works for Data Science and Engineering

These were the top 10 stories published by The Civis Journal in 2018. You can also dive into monthly archives for 2018 by using the calendar at the top of this page.

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The Civis Journal

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