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April 2018 Blog Posts (88)

Reducing bias and ensuring fairness in data science

Blog post by Henry Hinnefield, Lead Data Scientist at Civis Analytics

"When machine learning models make decisions that affect people’s lives, how can you be sure those decisions are fair?"

In our work at Civis, we build a lot of models. Most…

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Added by Civis Analytics on April 3, 2018 at 6:30pm — 1 Comment

Next Generation Automated Machine Learning (AML)

Summary:  Automated Machine Learning has only been around for a little over two years and already there are over 20 providers in this space.  However, a new European AML platform called Tazi, new in the US, is showing what the next generation of AML will look like.

 

I’ve been a follower and a fan of Automated Machine Learning…

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Added by William Vorhies on April 3, 2018 at 7:30am — No Comments

How Industrial IoT is Influenced by Cognitive Anomaly Detection

There are about 6,000 sensors on an A350 airplane.

The average Airbus flight generates 2.5 petabytes per flight with over 100,000 flights per day!

Industrial Internet of Things, or IIoT, is a massive market.

It includes airplane and car manufacturers, power plants, oil rigs, and assembly lines, all of which contain…

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Added by Ronald van Loon on April 3, 2018 at 6:00am — No Comments

Data Translators: Those Who Ensure Analysis Is Not Lost In Rendition

A few days ago, while discussing with colleagues why many organizations were still fumbling at what’s typically called the “last mile” in data science, the conversation veered towards the birthing of a new breed of professionals called ‘Data Translators’.

This class, now increasing in numbers, is being seen in the analytics world as the Darwinian equivalent of…

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Added by Hemant Warudkar on April 3, 2018 at 3:30am — No Comments

Supervised Machine Learning – Insider Scoop for labeled data

Supervised Machine Learning is a type of system in which both input and desired output data are provided.

 

This is our first post in this sub series “Machine Learning Type” under master series “Machine Learning Explained“. We will only talk about supervised machine learning in details here.…

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Added by Vinod Sharma on April 2, 2018 at 2:03am — No Comments

How an Artificial Intelligence project is helping to make Brazilian politicians more accountable?

Chamber of Deputies is the lower house of National Congress of Brazil. It has 513 congress people, 219 of them max out their monthly spending that can be reimbursed. One congressperson gets 30 gas tanks filled every month. Two congress people have claimed 13 meals paid on the same day. These were identified by an Artificial Intelligence project - Operation Serenata de Amor. The platform has analysed more than 3 million notes and raised about 8000 cases in irregular public…

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Added by Samir Madhavan on April 1, 2018 at 10:00pm — No Comments

What is Big Data?

What is big data? That’s a good question. There seem to be as many definitions for big data as there are businesses, nonprofit organizations, government agencies, and individuals who want to benefit from it.

One popular interpretation of big data refers to extremely large datasets. A National Institute of Standards and Technology…

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Added by Jayesh Bapu Ahire on April 1, 2018 at 9:00pm — No Comments

Weekly Digest, April 2

Monday newsletter published by Data Science Central. Previous editions can be found here.  The contribution flagged with a + is our selection for the picture of the week.

Announcements
  • Earn our online Business Analytics Graduate Certificate in one year. Learn data analytics to support business…

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Added by Vincent Granville on April 1, 2018 at 6:30am — No Comments

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