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Lesson 8: Graph Databases

Summary:  Graph databases are your go-to choice when a relationship…

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Added by William Vorhies on September 12, 2014 at 8:26am — No Comments

Lesson 7: Column Oriented Databases (aka Big Table or Wide Column)

Summary:  Column Oriented DBs excel at OLAP and…

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Added by William Vorhies on September 11, 2014 at 8:00am — 1 Comment

Gamification: Realizing Elusive Engagement!

Game mechanics help penetrate the walls that consumers have erected to filter out the deluge of information that increasingly clutters their digital space.

Gamification: The rumbling concept

Gamification…

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Added by Sumit Prasad on September 10, 2014 at 8:52pm — 1 Comment

Weekly Digest - September 15

The full version is always published Monday. Starred articles or sections are new additions or updated content, posted between Thursday and Sunday. 

Featured

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Added by Vincent Granville on September 10, 2014 at 2:00pm — No Comments

The "Island of Games" Data Puzzle

This data puzzle was originally posted on my blog, The Well-Tempered Spreadsheet.  In a Data Science Central article, Kirk Borne cited the puzzle as an example of a data relationship that eludes many data discovery…

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Added by Winthrop Smith on September 10, 2014 at 11:00am — 7 Comments

Lesson 6: Document Oriented Databases

Summary:  Unless you have special needs Document Oriented DBs are your most likely default choice.

Second in popularity in the business world behind Key-Value-Stores…

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Added by William Vorhies on September 10, 2014 at 9:00am — No Comments

The Month in Data Science

Contributed by Pivotal. Click here to read original and most recent version of this article.

The Month of August In Data Science

The month of August saw a plethora of data science-related news and announcements, including a Wired feature on Kaggle founder Jeremy Howard’s quest to improve health care, GE’s success in bringing analytics-derived insights to its products for the railroad, airline, hospital, and…

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Added by Vincent Granville on September 10, 2014 at 6:59am — No Comments

Temporal Databases: Why you should care and how to get started (Part 1 of 3)

What is a temporal database?

temporal database is a database with built-in support for handling data involving time.

This definition  is from Wikipedia. It is simple and straightforward. Since we expect every database to have some kind of support for time operations, we could say that all databases are temporal databases based on this definition.

The reality…

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Added by Sullexis LLC on September 9, 2014 at 7:30am — No Comments

Lesson 5: Key Value Stores (AKA 'Tuple' Stores)

Summary:  Key Value Stores like Hadoop were here first and excel at…

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Added by William Vorhies on September 9, 2014 at 7:00am — No Comments

Lesson 4: Features Common to (Most) NoSQL/NewSQL Databases

Summary:  These are the features common to most NOSQL databases.  Be on the lookout for any fundamental differences.

Before we get to the specific pros and cons of the four NOSQL database types there are some features and capabilities true of most of these that you should know.…

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Added by William Vorhies on September 8, 2014 at 2:53pm — 2 Comments

The Poisson Pill – Just what if we can go beyond the “What ifs”?

This blog discusses the applications of Monte-Carlo simulation methods by modeling real-world situations, explaining those using well known and often researched statistical distributions such as the Poisson distribution and then applying optimization models to solve a variety of business problems thus enabling managers to take decisions by moving beyond the usual methods and what-if scenario analysis.

Introduction: The need for simulation & optimization methods

Very often…

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Added by Debleena Roy on September 5, 2014 at 5:00pm — No Comments

Lesson 3: Open Source, Distribution, or Suite

Summary:  Which to pick?  Open Source, Distribution, or Big Data Suite.  Here are the factors you should…

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Added by William Vorhies on September 5, 2014 at 8:30am — No Comments

Weekly Digest - September 8

The full version is always published Monday. Starred articles or sections are new additions or updated content, posted between Thursday and Sunday. 

Featured

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Added by Vincent Granville on September 4, 2014 at 7:30am — No Comments

Announcing the winner of our second competition - Jackknife regression

The winner for our second data science competition is Tom De Smedt, biostatistician completing a Ph.D program at University of Leuven, Belgium. His special interests are in spatial statistics, environmental epidemiology, novel regression techniques and data visualization.

The competition consisted…

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Added by Vincent Granville on September 3, 2014 at 7:00pm — 1 Comment

9 Lessons: Picking the Right NoSQL Tools

Summary:  This blog series is designed to help you understand which NOSQL Big Data database is right for you.  It is addressed to business executives and managers who need a primer on how this decision should be made. 

Starting a Big Data Initiative is…

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Added by William Vorhies on September 3, 2014 at 8:31am — 2 Comments

Lesson 2: NoSQL Databases are Good for Everything – Except Maybe this One Thing

Summary:  In general, it is true that NOSQL databases can do everything that RDBMS can do.  And almost always when data is ‘big’ they can do it faster and cheaper.  There is one exception where you’ll need to pay close attention.

In a technical…

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Added by William Vorhies on September 3, 2014 at 8:30am — 3 Comments

Are You A Data Scientist ?

The perspective of the word DATA has changed drastically over the decades and more so in recent years. The practice of collecting data in yore for mere bookkeeping has today become a matter of wise investment to create a gold mine for future. Hence every sector like government, corporations and academia are investing heavily on getting their Enterprise Information Management Architectures in place.

The prospect of tapping into the DATA generated in an enterprise…

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Added by Sapan Patel on September 3, 2014 at 6:30am — 2 Comments

Six Thinking Hats and the Life of a Data Scientist

When Edward De Bono spoke about the six thinking hats way back, he definitely did not visualize the emerging field of data science. The hats were meant to be an aid for lateral thinking and brainstorming. Over the years, the hats have seen many creative uses in the corporate world. 3M used the six thinking hats for new product development, a new type of duct tape. Boeing used the six thinking hats to resolve a management vs. union deadlock. And J. Walter Thompson is reported to have used the…

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Added by Debleena Roy on September 2, 2014 at 5:17pm — No Comments

The Shifting CXO crowns and the changing Analytics leadership requirements

"You see things and you say “why”.

But I dream things that never were; and I say, “why not”?"

George Bernard Shaw

A decade back, when ‘analytics’ was more an esoteric buzzword than an organizational necessity, leaders of fledging analytics divisions focused one key goal - ‘growth’

Today, with increasing acceptance of analytics across sectors and the explosive expected growth in Analytics software and…

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Added by Debleena Roy on August 31, 2014 at 5:30pm — No Comments

The Awkward Road

This blog is about the peculiar nature in which software sometimes gets developed. I hope that many readers will recognize the relevance of data science in the examples taken from my own projects. I propose that development is the product of creativity more than accreditation. Creativity is something complicated that interacts with a person over his or her life circumstances. Many people know how to write . . . sentences and paragraphs. However, the ability to write well does not necessarily…

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Added by Don Philip Faithful on August 30, 2014 at 8:59am — No Comments

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