The global importance of analytics cannot be understated, but, there are many local groups and organizations that are always looking for a better understanding of how basic analytics can help their organization. Within our own backyard, Puerto Rico, stands as a pearl of opportunity for analytics implementation and talent.
In what could possibly be a major impact to the analytics software industry, Microsoft recently announced a series of products, renaming the Revolution Analytics products, Microsoft R Server. The branding changes the Revolution Analytics brand products to Microsoft R Server and includes the following: Continue reading Microsoft Announces R Open and Makes R-Server Free Through Dreamspark
We believe that giving back to our community is part of our corporate responsibility, and for us one way we accomplish that is through teaching technology, and data analytics. As part of a program through Hofstra University, funded by OpenLink, Alex Pelaez, Ph.D spearheads a program that teaches, Scratch programming, Python Programming, Spreadsheets and Databases to children from grades 3-8, at two local schools on Long Island. Employees of Five Element Analytics participate as teachers and volunteer their time teaching these very important skills.
Recently NBC reported that the that the offensive coordinator of the Tampa Bay Buccaneers, Dirk Koetter said, “I dont need a bunch of numbers, … I trust my eyes”. Many individuals in organizations feel the same way. Sometimes they don’t trust the numbers. Why should they, as Mark Twain said, there are “Lies, damn lies, and statistics.” Any information obtained, will have a use, whether you use it properly is a completely different question. Sun Tzu said, “Know thy enemy and know thyself and you need not fear the result of a hundred battles”.
Ultimately, the key to success is studying and learning about yourself and your opponents. Your eyes can deceive you because, while your eyes can see what is happening your brain interprets the images received, and bias can set in. Countless times in history, events are clearly seen, however, people and leaders fail to act because of cognitive paralysis, cognitive bias, or cognitive distortion.
“Know thy enemy and know thyself and you need not fear the result of a hundred battles”.
Data and analytics provides an unbiased approach, so long as the analyst conducts the analysis in an unbiased manner. You cannot discount the success of professional sport teams that use data to their advantage. The Oakland Athletics, shown in the movie “Moneyball”, are probably the most famous at using analytics and data to change their way of thinking and thus removing bias. Many critics argue that while they have been successful in having a lower payroll, it has not translated into World Series Championships. However, the Boston Red Sox, under General Manager Theo Epstein, utilized the data to obtain a roster that would ultimately defeat the New York Yankees in what might be considered one of the most memorable comebacks in baseball history, and culminate their cinderella run defeating the St Louis Cardinals in 2004, ending their 86 year drought. Many other teams in baseball such as the Arizona Diamondbacks, New York Mets, and St Louis Cardinals all have very deep statistical departments, as do many other teams in different sports.
What shouldn’t be a surprise is that the analytics by themselves cannot win championships. Everything is a process and a give-and-take between the intuition and the mathematics (See the Yin Yang of Analytics). There are gut feels based on environment and changes in the landscape that a leader must take into account; however a good leader will never underestimate an opponent and would never want to overlook information. Sun Tzu again sais that “it is only the enlightened ruler and the wise general who will use the highest intelligence of the army for purposes of spying and thereby they achieve great results.” In this case, the spies are the virtual spies, or the data that yields the intelligence unknown previous to the leader, and in many cases unknown to the opponent.
Consider always that information is useful, and the analysis and analytical process is a fundamental part of sports teams, and every organization. Without having a quality set of analytics, you will be at a disadvantage and thus increase your chances of losing; with good analytics you set the stage for victory and thus “not fear the result of a hundred battles”.
I keep saying that the sexy job in the next 10 years will be statisticians. And I’m not kidding.
Hal Varian , Chief Economist Google