"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…

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…

D3.js is an awesome library for visualization. However, it requires a developer to perform the magic. So far, it has not been so popular with traditional data analysts.

At vida.io, we set out to bring D3.js to less technically savvy users. We want to enable them to create amazing data visualizations with D3.js. Our approach is template.

What is a D3.js Template?

It’s a D3.js visualization that you can reuse by just plugging in new data. For example, one of our…

In this article, I further emphasize the difference between data scientists and other analytic practitioners. I wrote last week that statisticians are to data scientists what astronomers are to physicists: there's some overlap, but less than most people think. Here, I elaborate on this theme.

Other disciplines such as data mining and machine learning…

Here is a non-exhausting list of curious problems that could greatly benefit from data analysis. If you think you can't get a job as a data scientist (because you only apply to jobs at Facebook, LinkedIn, Twitter or Apple), here's a way to find or create new jobs, broaden your horizons, and make Earth a better world not just for human beings, but for all living creatures. Even beyond Earth indeed. Help us grow this list of 33 problems, to 100+.

The actual number is higher than 33, as…

My Top 6 Websites For Big Data (including Data Science Central of course!) are:

The Naked analyst Episode 8 looks at the best sites to learn about the world of Big Data.

Here are my top 6 sites. They range from the easily digestible to the totally…

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

Sponsored Announcements…

There is a seismic shift underway in the engineering industries. The decreased cost of sensors, the increased amount of instrumentation on assets and need for new revenue streams are forcing engineering firms to reimagine business models.  The fusion of “atoms with bytes” promises to unlock new value previously unrecognized which generate additional revenue streams predicated on intelligence generated from the data. As machines…

The success of any big data or data science initiative is determined by the kind of data that you collect, and how you analyze it. In this article, we describe a simple criterion to select great metrics out of dozens, hundreds or even millions of potential predictors - sometimes called features or rules by machine learning professionals, or independent variables, by statisticians.…

*Note this was originally posted at Leada's Blog

When we first began working on Leada, we sought to better understand the data science industry by interviewing professionals in the field. As students simply wanting to learn more about data science, we ultimately created a free resource to inform both undergraduates and professionals about the data science industry. We accomplished this by…

With high levels of ID theft occurring each day (if you believe the media, you'd think 50 million people have experienced critical ID theft in US alone over the last two years) and how hard it is to recover from this crime, one wonders: should we all have multiple ID's?

If your answer is yes, then the next big question is: how do you implement this? You'd think that if your primary ID has been compromised, chances are that your secondary ID has been compromised as well, unless these…

According to recent survey by Burtch Works.

Businesses have always faced security threats, whether is someone breaking in to steal some cash or equipment, a disgruntled employee selling company secrets, or something else altogether, there has always been cause to be careful as a business owner.

However, with the evolution of technology, and the digital age coming into full swing, security threats have evolved as well, and…

In order to write a tutorial about classification, it was necessary to find an example that was broad enough that it would need to be sub-divided. Since I actually care about whether you remember this stuff, it needed to be something that a lot of people like and would relate to. And since I have a lot of international subscribers, it needed to be cross-cultural as well. So what is universal, cross-cultural, and dearly loved?

Beer.

There’s American beer,…

This rudimentary statistics textbook, entitled Statistics: The Art and Science of Learning from Data (3rd Edition), sells on Amazon for $157.79. Not sure if everyone sees the same price as me (maybe prices are user-customized), if price changes over time, but it seems stable. Below is a screenshot.

Surprisingly, this book is meant for first-year…

The Zipf's law states that in many settings (that we are going to explore), the volume or size of entities is inversely proportional to a power s (s > 0) of their ranking. This has important implications in predictive modeling, discussed below. The processes that create this type of dynamic are not well understood. It is the purpose of this article to explain the underlying mechanics. The traditional example for the Zipf distribution is the distribution of Internet…

Guest blog post by Pasha Roberts, Chief Scientist, Talent Analytics, Corp. | @pasharoberts

Over the years, our…