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You Can Now Analyze a Machine Learning Model Without Writing Code With Google’s “What-If” Tool

by CivicMeter Staff | Oct 10, 2018 | Data Science

Google’s newly-launched What-If Tool gives users the ability to analyze a machine learning (ML) model without having to write code for it. Given the increasing scrutiny leveled on the opaque nature of machine learning, the What-If tool will offer greater...

Five Most Useful Tools for Data Scientists, As Determined By Random Group of Data Scientists

by CivicMeter Staff | Sep 14, 2018 | Data Science

A stable of data scientists were asked to name five of their most useful tools in persuading raw data to give up its secrets. Here are their answers (in quotes) as compiled by Ericka Chickowski on SearchBusinessAnalytics.com: 1. Python. “Not so much a distinct piece...

Get Your Flashlights: Organizations Grappled With “Dark Data”

by CivicMeter Staff | Sep 14, 2018 | Data Science

New research from data analytics firm Exasol indicated that up to 82% of all organizations they surveyed are clueless about the location of their most important data. Locating and accessing dark data is now the main challenge facing enterprises migrating from basic...

Franken-Algorithms: When Code Takes on a Life of Its Own

by CivicMeter Staff | Sep 14, 2018 | Civic Data & Tech, Data Science

Some algorithms look dangerously similar to that monster stumbling around England… Andrew Smith writes in The Guardian: “Here’s the problem. Between the “dumb” fixed algorithms and true AI lie the problematic halfway house we’ve already entered with scarcely a...

Missing: Statistical Due Diligence in Big Data Analysis

by CivicMeter Staff | Sep 14, 2018 | Civic Data & Tech, Data Science

Big data has the answers. Lots of good ones, and lots of bad ones, too. Sometimes separating the wheat from the chaff requires disciplines from outside the realm of data science. Bill Luker writes in the Predictive Analytics Times: Big data is and has been less easy...

Twitter Spat Between Data Scientists Raises Question: Should Researchers Share Their Data?

by CivicMeter Staff | Sep 14, 2018 | Civic Data & Tech, Data Science

A movement called Open Science has been stirring debate in the scientific community about whether raw scientific data should be made available to everyone who wants to use it. Better data makes for better science. But the issue isn’t so simple. Data has monetary...
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