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The ABCD's of Business Optimization

I was trying to find some good domain name for our upcoming business science website, when something suddenly became clear to me. Many of us have been confused for a long time about what data science means, how it is different from statistics, machine learning, data mining, or operations research, and the rise of the data scientist light - a new species of coders who call themselves data scientist after a few hours of Python/R…


Added by Vincent Granville on November 26, 2015 at 11:00am — No Comments

Top 6 Data Modeling Tools

Businesses these days rely heavily on data to make important decisions on a day-to-day basis. The flow of correct and consistent data is of great importance for business users to make quick and well informed decisions. The flow and relationships of data need to be defined and structured to ensure best results. This process is called Data Modelling. To avoid human error and speed up the process specialised software is used to help with building a logical data model, a physical data…


Added by Zygimantas Jacikevicius on November 26, 2015 at 1:42am — No Comments

Predictive Analytics in the Supply Chain


Added by William Vorhies on November 25, 2015 at 10:21am — No Comments

Weekly Digest, November 30

Starred articles are new additions or updated content, posted between Thursday and Sunday. The weekly digest has 6 sections: (1) Featured Articles and Case Studies, (2) Featured Resources and Technical Contributions, (3) From our Sponsors, (4) News, Events, Books, Training, Forum Questions, (5) Picture of the Week, and (6) Syndicated Content.

The full version is always published Monday.…


Added by Vincent Granville on November 25, 2015 at 9:00am — No Comments

The Hadoop Ecosystem: HDFS, Yarn, Hive, Pig, HBase and growing...

Hadoop is the leading open-source software framework developed for scalable, reliable and distributed computing. With the world producing data in the zettabyte range there is a growing need for cheap, scalable, reliable and fast computing to process and make sense of all of this data. The…


Added by Zygimantas Jacikevicius on November 25, 2015 at 1:20am — 1 Comment

The Data-Driven Weekly #1.3

This week we explore two different themes related to data. The first is how to value big data. The second looks at approaches for quantifying individual experience within the context of gender discrimination.

Treating Big Data as an Asset

It's generally taken for granted that data is a strategic asset. Every salesperson knows this, which is why they covet their Rolodex. It's one thing to know that data is valuable, and it's another to quantify that…


Added by Brian Rowe on November 24, 2015 at 5:03pm — No Comments

The Benefits Of Streamlining Data Centralization

So let's say you have a business that has quite some people constantly accessing the company's data. Furthermore, your company has multiple locations; perhaps branch or satellite offices and the people at those remote locations also need that data. That's a lot of fingers in the data pie, and that means you need to come up with a way of dealing with the demand on one hand while maintaining data integrity on the other.

This looks like a job for data centralization. Centralization can…


Added by Stephen Jeske on November 24, 2015 at 11:17am — No Comments

How do you Measure Employee's Perception of Inclusion at the Workplace?

Research studies show that employees perceive diversity and inclusion (D&I) as two conceptually distinct organizational practices. Whereas diversity focuses on organizational demographic blend, inclusion removes obstacles so that members from different groups work in harmony and achieve desirable business outcomes.

It is well recognized that diverse and inclusive organizational culture promotes creativity and innovation. The positive effects of diversity led to a growth of…


Added by Nurur Rahman on November 24, 2015 at 7:34am — No Comments

Merging the old with the new: thoughts on improving software diagnostics

Change is inevitable and so are failures

The changes in technology are happening at an incredible pace. Every day there are new software languages, system processes, cloud platforms, software capabilities, etc. introduced to the digital world in some way. This new technology is being seamlessly integrated with technology built yesterday. 

It is impressive and somewhat breathtaking when these various systems work together in harmony however they will fail sooner or…


Added by Dwaine Gilmer on November 24, 2015 at 3:30am — No Comments

6 Ways Big Data Analytics Can Drive Smarter Customer Service

Big data analytics finds immense application across the entire business. One area which can have direct, measurable and visible impact is the area of customer service. Data has been used since time immemorial to improve customer service, but it is only recently that the full power of predictive analytics is being applied in this function. Organizations, both large and small, are using big data…


Added by Aureus Analyitcs on November 24, 2015 at 1:00am — No Comments

Relevant Search using Solr

Have you ever tried a website’s keyword search and been unsatisfied with the accuracy of the results? Do you find yourself feeling frustrated and leaving when the search doesn’t return what you’re looking for or giving results but not in the order resulting in customer not able to find out? Even worse – do you find yourself just assuming what you’re looking for must not exist on that site – only to find the item on that exact same site through other channels like google search or…


Added by kanishka vatsa on November 23, 2015 at 11:12pm — 2 Comments

What is Refinery?

What is Refinery?

Refinery is an open source platform for the massive analysis of large unstructured document collections using the latest state of the art topic models. The goal of Refinery is to simplify this process within an intuitive web-based interface. What makes Refinery unique is that its meant to be run locally, thus bypassing the need for securing document collections over the internet. Refinery was developed by myself and…


Added by Sri on November 23, 2015 at 6:53pm — No Comments

Big Data in Medicine – Evolution and Revolution

We spend so much time thinking about consumers that’s it’s refreshing to find applications of Big Data and advanced analytics that are not linked to selling something.  Last week I wrote about …


Added by William Vorhies on November 23, 2015 at 11:37am — No Comments

Big Data, Big Smiles

Having got your attention I would like to introduce you to a pragmatic, real-world and business centric approach to Big Data and Big Data Analytics. When I say that this is the best approach to Big Data you are ever likely to find in the whole universe and in your entire life, I am still significantly…


Added by Martyn Jones on November 23, 2015 at 6:00am — No Comments

Government Initiatives to Push Market Growth of Russian IT Software and Services

Report Description

The Russian IT software and services market has completely restructured itself and has evolved significantly after the financial crisis of 2008. The IT software and services market has contributed enormously in the growth of Russian IT industry. The IT software and services market of Russian is anticipated to exhibit progressive 7.2% CAGR through the forecast period and touch US$8628.2 million by the end of 2020.

The consumerization…


Added by rakhi w on November 23, 2015 at 3:05am — No Comments

5 Ways Machine Learning Is Reshaping Our World

Who here remembers taking computer programming in school? Whether you learned programming by punching holes in a never ending series of cards, or by writing simple DOS or other computer language commands, the fact remained that computers needed an incredibly precise set of instructions to accomplish a task.…


Added by Bernard Marr on November 22, 2015 at 6:00pm — No Comments

Hollywood's Sequel Problem

Contributed by Jake Lehrhoff. Jake took NYC Data Science Academy 12 week full time Data Science Bootcamp program with Christopher Markis, Luke Lin, Sam Kamin, Zeyu Zhang between Sept 23 to Dec 18, 2015. The post was based on His second class project(due at 4th week of the…


Added by SupStat on November 22, 2015 at 9:21am — No Comments

Google + open-source = TensorFlow


Recently, when I was attending AINL-ISMW FRUCT 2015 conference, I found out that Google open-sourced TensorFlow. That is cool, but may provoke some questions. Here, I try to answer some of them.

What is TensorFlow?

It is definitely…


Added by Nikitinsky Nikita on November 22, 2015 at 5:54am — No Comments

Building A Predictive Model

“Predictive analytics” is a commonly used term today. Wikipedia describes it as ‘encompassing a variety of statistical techniques from modeling, machine learning, and data mining that analyze current and historical…


Added by Aureus Analyitcs on November 21, 2015 at 12:30am — No Comments

1.1 Billion NYC Taxi and Uber Trips analyzed and visualized.

An open-source exploration of the city's neighborhoods, nightlife, airport traffic, and more, through the lens of publicly available taxi and Uber data.

Images are clickable to open hi-res versions.




Added by Denis Rasulev on November 20, 2015 at 9:20pm — No Comments

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