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May 2018 Blog Posts (100)

Thursday News: AI, R, Pandas, Machine Unlearning, IoT, GDPR, Black-Box Models

Here is our selection of featured articles and resources posted since Monday:

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Added by Vincent Granville on May 17, 2018 at 8:30am — No Comments

Simple Tips for PostgreSQL Query Optimization

A single query optimization tip can boost your database performance by 100x. At one point, we advised one of our customers that had a 10TB database to use a date-based multi-column index. As a result, their date range query sped up…

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Added by Luba Belokon on May 17, 2018 at 2:30am — No Comments

Big Data for 2018

Data is growing every minute, and it’s not showing any sign of stopping.

The pylon holding up the commercial enterprise of today is information – and it’s been the same way for decades. Petabytes and Exabytes of data racing through the information expressway of the 21st century, however have companies across the world scurrying to assimilate the most audacious datasets possible – all in the hope of gleaning that extra insight, that extra edge, over the others in…

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Added by Nishtha Saxena on May 16, 2018 at 11:30pm — No Comments

From Machine Learning to Machine Unlearning

After all, the term Machine Learning was coined based on the way the human (or animal) brain learns, meaning that somehow, machines could also benefit from a similar kind of learning. 

But human beings, successful ones for sure, know how to un-learn. In my case, while I was always fascinated by mathematics since my very early years, the school system's training (as in training an algorithm in ML) failed on me. It failed not because I did not succeed at school (I…

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Added by Vincent Granville on May 16, 2018 at 4:06pm — No Comments

Data Science for the Internet of Things (IoT)

The word Data and Data Science have taken the business world by storm. Nowadays, improving business productivity and performance greatly depends on collection and analyzing data. Businesses have been processing data for ages but the introduction of Internet of Things (IoT) has been a game changer. Data collected through IoT is analyzed using different techniques as compared to that collected traditionally. Furthermore, Data Scientists require more sophisticated skills for analyzing IoT…

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Added by VAMSI NELLUTLA on May 16, 2018 at 1:30pm — No Comments

Frequencies in Pandas -- and a Little R Magic for Python

I've got a big digital mouth. Last time, I wrote on frequencies using R, noting cavalierly that I'd done similar development in Python/Pandas. I wasn't lying, but the pertinent work I dug up from two…

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Added by steve miller on May 16, 2018 at 12:30pm — No Comments

Data Mining - Role It Plays In Mobile Application Development

According to a report conducted recently, it has been found that around 600 million people all around the globe use mobile devices. It also has been revealed that the users mostly use the mobile devices not just for making calls but also for using different mobile applications. The latest advancements of these devices alAlow for more engaging, complex and user-friendly applications. Because of this rapidly increasing prevalence among the universal population, mobile devices have become an…

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Added by David Fournier on May 16, 2018 at 11:00am — No Comments

Demystifying AI, Machine Learning and Deep Learning

Demystifying key buzzwords like Artificial intelligence, machine learning, artificial neural networks and deep learning is simple and complex task at the same time.

Lets Undertand a Bit

Let us attempt to melt down the thick confusion of how all-encompassing terms like artificial intelligence, machine learning, and deep learning speaks to each other. Machine learning, Blockchain and…

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Added by Vinod Sharma on May 16, 2018 at 12:00am — No Comments

7 Reasons Why Java Developers Should Learn Hadoop

Imagine there are two girls standing in front of you – The first girl is cute, beautiful, interesting and has the smile that any guy would die for. And the other girl is average-looking, quiet, not-so-impressive… no different from the ones that you usually see in the restaurant cash counter. Which girl will you call out for a date? If you’re like me, you will choose the attractive girl. You see, life is full of options and making the right choice is what matters the…

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Added by Venkatesan M on May 16, 2018 at 12:00am — No Comments

Machine learning - The basics

One of the most important developments in the world of technology has been machine learning. It is a comprehensive set of data algorithms and code, pumped into an application or software that automatically makes changes based on trial and error with human interaction.

To put it briefly, machine learning is the machine's ability to understand reactions and engagements made on their software to adjust its algorithm to produce the best result automatically. Machine learning is taking…

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Added by Laxman Bala on May 15, 2018 at 10:00pm — No Comments

Free eBooks on Hadoop, Deep Learning and DataViz by Packt

R Deep Learning Essentials

By Joshua F. Wiley

Get everything you need to know to enter the world of deep learning when it comes to R with this book. Get started from the packages you need to have for your side,…

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Added by Packt Publishing on May 15, 2018 at 10:00pm — No Comments

Big Data and Cyber Security - A double whammy for hackers

Businesses are growing more digitized today. As this happens, cybersecurity threats are rising as well. Companies are placed at an increasing risk, which is why they need help from big data analysis. In fact, KuppingerCole conducted a study entitled “Big Data and Information Security.” study looks in-depth at current deployment levels and the benefits of big data…

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Added by Evan Morris on May 15, 2018 at 8:30pm — 1 Comment

19 Interesting Articles About Excel

This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, ensembles, correlation, outliers, regression Python, R, Tensorflow, SVM, data reduction, feature selection, experimental design, time series, cross-validation, model fitting, dataviz, AI and many more. To keep receiving these articles, …

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Added by Vincent Granville on May 15, 2018 at 6:00pm — No Comments

Bill Vorhies Retrospective: Part 1

Bill is the Editorial Director for Data Science Central, and President and Chief Data Scientist at Data-Magnum, providing predictive analytics and big data infrastructure projects as a service. Bill has been an active commercial predictive modeler since 2001.

Bill Vorhies

In this…

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Added by Vincent Granville on May 15, 2018 at 12:00pm — No Comments

Demystifying Black-Box Models with SHAP Value Analysis

As an Applied Data Scientist at Civis, I implemented the latest data science research to solve real-world problems. We recently worked with a global tool manufacturing company to reduce churn among their most loyal customers. A newly proposed tool, called SHAP (SHapley Additive ex…

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Added by Civis Analytics on May 15, 2018 at 9:00am — No Comments

Everybody (Still) Loves a Data Scientist

Summary:  The annual Burtch Works study of Data Science salaries and employment statistics is just out and things continue to look great.  There are some interesting trends here you’ll want to know about.

 

This week the annual Burtch…

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Added by William Vorhies on May 15, 2018 at 7:24am — 1 Comment

Understanding the limits of deep learning

This article has been moved here

Added by Vincent Granville on May 15, 2018 at 5:30am — No Comments

Why is Data Missing from the Balance Sheet?

I have been asked many times is data a business asset?. Why is it that an intangible asset like data is not in the company’s balance sheet - a statement of the assets, liabilities, and capital of a business at a particular point in time? Technically, an intangible asset is a non-physical asset that has a multi-period useful life. Examples of intangible business assets are patents, copyrights, customer lists, trademarks, brand names, logo, and data. While data in the recent years…

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Added by Prashanth Southekal, PhD on May 15, 2018 at 5:00am — 6 Comments

How Artificial Intelligence Has Influenced E-Commerce – The Retailer’s Story

Artificial Intelligence

Never before have customers been more in control of the retail trade than today. But are they really? Or has the retailer wrested control of the exchange? Let’s revisit this in the light of new technologies and sensors deployed in this “game”.

In the sixties through the eighties, the Sears, Walmart and K-mart kind of super stores aggregated purchase information to decide what to buy and stock their shelves. Improving…

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Added by Hemant Warudkar on May 14, 2018 at 7:00pm — No Comments

Supply chain bottlenecks, big data and security

Enterprise supply chains have seen transformative changes and exponential growth, almost to a breaking point, over the past decade. This disruption is driven by multiple factors, including the growth of the supply chain itself to include potentially thousands of global partners, often with their own agendas, technologies, security protocols and strategic plans that may not intersect.

Common supply chain bottlenecks may include poor forecast accuracy levels, an inability to make full…

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Added by Dan Blacharski on May 14, 2018 at 5:00am — No Comments

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