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February 2016 Blog Posts (93)

19 Worst Mistakes at Data Science Job Interviews

This applies to many tech job interviews. But here we provide specific advice for data scientists and other professionals with a similar background. More advice is being added regularly. 

Here's the list:

  1. Not doing any research on the company prior to the…
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Added by Data Geek on February 29, 2016 at 8:30pm — 2 Comments

How Data Bonds Sales and Marketing Together



So far in 2016, we’ve heard a lot about Big Data, the Internet of Things, and the hottest new marketing technique on the block: ‘hyper-personalised’ marketing. Marketers are increasingly interested in focusing their efforts on individuals, not database segments, because that all-important…

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Added by Martin Doyle on February 29, 2016 at 3:30am — No Comments

Demand for IoT Sensors in the Automotive Industry Drives IoT Sensors Market

Internet of Things (IoT) is a network that is embedded with sensors, electronics, network connectivity, and software enabling physical objects to gather and exchange data. As IoT rises into dominance, sensors are playing a pivotal role for measuring the physical quality of objects and enumerating it into a value, which can be read by another device or user. IoT devices are equipped with sensors which are capable of registering changes in pressure, temperature,…

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Added by Aman on February 29, 2016 at 1:00am — No Comments

4 Easy Steps to Structure Highly Unstructured Big Data, via Automated Indexation

You have gathered gigabytes or terabytes of unstructured text, for instance scraping the Internet, or pieces of email from your employees or users, or tweets, or millions of products that you want to categorize (only product description and product name is available - sometimes with typos). Now you want to make sense of it, and extract value, possibly design a nice search engine so that your customers can easily find your products. The core algorithm that you need is an automated cataloguer,…

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Added by Vincent Granville on February 28, 2016 at 12:00pm — 2 Comments

Data Scientist Breaks State Monopoly on Lotteries

And creates the first legit, private lottery company. The winning numbers, to be published each week, are just as random and unpredictable (if not more) than winning numbers from state lotteries. It can be designed so that the expected gains for participants are far more favorable and more closely aligned with what casinos offer: in short, the odds of winning and multiplying your (say) $20 bet by (say) 10 or 100, can easily be made much higher than in traditional lotteries. It even beats the…

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Added by Vincent Granville on February 27, 2016 at 8:00pm — 2 Comments

The Challenge Facing Cloudera and Hortonworks: Making Big Data Work

If you are a start-up director in 2016, not a week goes by without someone talking to you about unicorns.

It is difficult to imagine the feeling of riding a unicorn. Do you feel the wind of success rush against its skin? Do you fear the arrows and traps of pitiless hunters? Do you feel a special sense of excitement when you get to the end of the rainbow of profits?

I find it easier to imagine the state of mind of the directors of Cloudera, Hortonworks or MapR, who are now the…

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Added by Florian Douetteau on February 27, 2016 at 8:30am — No Comments

Business Analytics in Oil & Gas Industry

It is not a huge stretch to say that almost any industrial activity or even a private activity in the entire world is impossible without oil and gas. These resources are not only used in heat and power space but also in everyday items like Manufacturing, Apparel and Transportation. Oil & Gas is acting as a lubricant to smoothen the operation in several industries. However, Oil & Gas industry in itself has undergone most difficult phases in past compared to other industries. The…

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Added by Tanmay Bhandari on February 27, 2016 at 1:33am — No Comments

Cross-Channel Attribution is Dead

Let me clarify something before my friends who work for cross channel attribution companies try to kill me. I don’t think that the market for cross-channel attribution is inherently dead, but I do believe that the way most vendors offer those services today is dead.

I believe that the markets for marketing…

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Added by Damian Fernandez-Lamela on February 26, 2016 at 8:51am — 1 Comment

At CES 2016 no Clear Path to Unified Automated Home Future

Every January, mighty crowds of electronics and IT professionals descend on Las-Vegas, Nevada to attend the annual Consumer Electronics Show. CES 2016 has just wrapped up, and it turned out to be the largest yet: 160,000 attendees, 3,800 exhibitors, and nearly 2.5 million square feet of exhibit space.

One trend that continued into this year’s record-breaking CES was the increased competition in the home automation space. Companies large and small…

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Added by Dmitry Slepov on February 26, 2016 at 3:36am — No Comments

Countries get serious about raising techies

The education system used to have two streams. Bright students went to schools of higher learning – universities and colleges, where, among other things, they learned how to design stuff. So-so students were filtered into professional schools, where they became plumbers, carpenters, and factory machinists. In other words, these “average” students became the makers of things. This dual educational stream – creators and makers – has served the society well.…

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Added by Dmitry Slepov on February 26, 2016 at 3:00am — No Comments

Big Data Analytics Forecast : The Streaming Future

"Information is the oil of the 21st century, and Analytics is the combustion engine."

The Volume, Variety and Velocity of data coming into your organization continue to reach unprecedented levels. This phenomenal growth means that not only…

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Added by Anuj Tripathi on February 26, 2016 at 12:00am — No Comments

How to Segment Your Customer Database (Frequent Flyer Edition)

Step by step guide on implementing a customer segmentation solution - without paying millions of dollars for an enterprise platform.

Customer micro-segmentation is without a doubt one of the most powerful methods for extracting value from your database, and a must for every frequent flyer loyalty program.  Segmentation underpins almost every aspect of a successful program, from loyalty marketing, revenue management, member engagement and being able to measure analytics and…

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Added by Mark Ross-Smith on February 25, 2016 at 7:56pm — No Comments

A Short History of Machine Learning

It’s all well and good to ask if androids dream of electric sheep, but science fact has evolved to a point where it’s beginning to coincide with science fiction.  No, we don’t have autonomous androids struggling with existential crises — yet — but we are getting ever closer to what people tend to call “artificial intelligence.”…

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Added by Bernard Marr on February 25, 2016 at 12:30pm — 3 Comments

2016: the Year of Mobile Health

The year of mobile - we’ve heard this phrase proclaimed every January for the past couple of years, followed by dizzying amounts of variations and extensions such as the…

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Added by Alexandra Roden on February 25, 2016 at 2:04am — No Comments

Exponential Smoothing of Time Series Data in R

Guest blog post by Jeffrey Strickland. Originally posted here.
This article is not about smoothing ore into gems though your may find a…
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Added by Vincent Granville on February 24, 2016 at 9:41pm — 1 Comment

Weekly Digest, February 29

Starred articles are new additions or updated content, posted between Thursday and Sunday. The weekly digest has six sections: (1) Featured Resources and Technical Contributions, (2) Featured Articles and Case Studies, (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.…

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Added by Vincent Granville on February 24, 2016 at 11:00am — No Comments

Top 20 Open Data sources

Data is everywhere, created and used by just about anyone. The days when companies or individuals had to pay significant sums of money to access useful and interesting datasets is long gone. Here is our top 20 list of the best free data sources available online.

 

1. Data.gov.uk the UK government’s open data portal including the British National Bibliography – metadata on all UK books and publications since 1950.



2. …

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Added by Zygimantas Jacikevicius on February 24, 2016 at 3:00am — 2 Comments

Is Data Science Ripe for a Massive Merger & Acquisition / Consolidation?

Guest blog post by Florian Douetteau. Originally posted here. The original title is "Will Balkanization of Data Science lead to one Empire or many Republics?"

My grandmother was born in a country called Yugoslavia. As you may know, Yugoslavia was one country with seven borders,…

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Added by Vincent Granville on February 23, 2016 at 9:00pm — No Comments

Artificial General Intelligence – The Holy Grail of AI

Summary: Artificial General Intelligence (AGI) is the long sought after ‘brain’ that brings together all the branches of AI into a general purpose platform that can perform with human level intelligence in a broad variety of tasks.  Will it free us or replace us?  It’s closer than you think.…

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Added by William Vorhies on February 23, 2016 at 3:00pm — 1 Comment

Is deep learning a Markov chain in disguise?

Andrej Karpathy’s post “The Unreasonable Effectiveness of Recurrent Neural Networks” made splashes last year. The basic premise is that you can create a recurrent neural network to learn language features character-by-character. But is the resultant model any different from a Markov chain built for the same purpose? I implemented a character-by-character Markov chain in R to find out.…

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Added by Brian Rowe on February 23, 2016 at 10:30am — 4 Comments

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