Data Scientists: Illuminate Your Patterns with Pictures
Scientific inquiry is all about finding non-obvious patterns in observational data. It’s no surprise that that is also the core of data science.
Patterns may be obvious to any sentient creature, or they may be deeply invisible - until we invent the conceptual or technological tools to bring them to the surface. The conceptual tools may be groundbreaking paradigm shifts, such the “thought experiment” that shaped Einstein’s insight into special relativity, or powerful new frameworks of visual notation, such as Feynman’s diagrams of subatomic particle interactions.
Patterns feel ghostly and unreal until we can actually see them, on some level, with our eyes. The chief technological tools are whatever scientists and engineers can use to bring these ghosts to light. In the realm of the subatomic, the magical inventions have been visualization technologies such as the cloud chamber and the scanning tunneling microscope (the latter was invented by IBM, by the way).
Most real-world data science serves commercial interests, rather than pure science. But the restless search for deep patterns is no less critical in the business wars than among geniuses vying for Nobel Prizes. Today’s data scientists have two broad sets of pattern-sensing tools: advanced visualizations and statistical algorithms. No advanced analytic toolkit is complete without a best-of-breed library of them, with visualizations serving as the core interface at the heart of every step in the development, maintenance, and governance processes. You will find these complementary technologies - visualizations and algorithms - supported within IBM SPSS Modeler and in the complementary Big Data platforms, such as IBM Netezza Analytics, IBM InfoSphere BigInsights, and IBM InfoSphere Streams, where data is stored and resource-hungry computations are performed.
James Kobielus![Watson leader highlights list of eight new IBM Fellows | CNET News
For months, IBM’s “Jeopardy” champion computer Watson has been a major PR win for the company, and tonight, its lead developer was awarded Big Blue’s highest technical honor.
At a ceremony in New York, CEO Samuel Palmisano celebrated Watson team leader David Ferrucci and seven other employees as IBM’s newest Fellows. The eight new Fellows join a group of just 209 previous winners, among whom have been the creators of technologies such as DRAM, the scanning tunneling microscope, Fortran, and relational databases.
And while the other seven 2011 winners include scientists and innovators who have broken important new ground in a variety of fields, it is no surprise that IBM put forth Ferrucci as the face of the group.
“It’s a great honor for me,” Ferrucci told CNET in an interview today, “and something that oddly enough, I’ve been inspired by since high school.”
Ferrucci, whose IBM Grand Challenge project, the Watson supercomputer, gained international notoriety in February by beating “Jeopardy” champions Ken Jennings and Brad Rutter in a head-to-head match-up, said that he’d found an ad about the IBM Fellows program in one of his father’s magazines when he was a teenager and had taped it to his wall. Where most high school-age boys dream of being the hero in the World Series, Ferrucci seems to have been inspired by dreams of incredible technological successes.
According to an IBM release, the other 2011 Fellows included:
• Bob Blainey, who for “more than two decades…has focused on ensuring not only that software can exploit hardware capabilities optimally, but also that hardware designs evolve to support higher-performing software.”
• Bradford Brooks, who was recognized for “his sustained achievement and leadership regarding IBM’s involvement with complex materials that are used in the electronics and information technology industries.”
• Nagui Halim, whose “technical vision and leadership launched the era of stream computing at IBM.”
• Steve Hunter, who “is a foremost industry expert in networking technologies and networking computing convergence.”
• Stefan Pappe, who leads IBM’s Specialty Service Area for Cloud Services in the company’s global technology services delivery technology and engineering group.
• Renato Recio, who is seen as a “world renowned technical expert in data center networking server IO, network visualization, and related architectures.”
• Wolfgang Roesner, who IBM calls “an expert in verification and [who] has architected the verification tools and methodologies being used across all IBM systems.”
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IBM’s new middleware platform, also known as 
