10 Detailed Case Studies + Big Data & Analytics’ New Digital Divide + How to Think Like a Data Scientist Book Review: Numbers Rule Your World/Kaiser Fung
[UPDATED] Step inside a data scientist’s mind, and learn why probability is the key to profit and how it’s the key to understanding and using big data for better decision making. This fascinating and useful book clearly shows how people misunderstand probability and misuse statistics—and therefore big data—and how the knowledge gap leads to faulty models, thinking and decisions. New winners and losers are emerging in the digital social and big-data age. A new digital divide, people who think like data scientists and use probability to support decision making—and everyone else. The data science group will outperform, and Fung shows how creative, fun and useful data science is.
This book is a perfect twin to Duncan Watts’ Everything Is Obvious* Once You Know the Answer, which exposes how common sense pervades management decisions and failure. I shall refer to several specific connections between the […]
The rise of design signaled the fall of Nokia, RIM and Motorola describes how engineering is becoming less important in distinguishing hightech and other products from each other. It also presages a seismic shift away from product towards customer experience in determining market leaders for people-oriented products and services. A very large portion of product companies will follow in the footsteps of these three former mobile phone titans unless they transform their focus from product features (engineering) to customer experience (design).
By no means do I imply that engineering is not important—in fact, it is more important than ever—I assert that it is less important than design in differentiating people-oriented products. Engineering is abstracted away from the customer/user of the product, and design explicitly addresses how the customer uses the product to attain outcome(s).
Design is to the Knowledge Economy what engineering was to the Industrial Economy.
Omni-Channel Retail, Mobile and Big Data offers tantalizing glimpses into current and future omni-channel retail trends and technologies. I “sat down” with three thought leaders and a crowd of smart people on AllAnalytics’ real-time webcast, which featured real-time Q&A with the panelists afterward. You can watch it here.
Panelists Dr. Erik Brynjolfsson, Dr. Yu Jeffrey Hu and Dr. Mohammad Saifur Rahman collaborate on numerous projects, and they are intensely interested in retail transformation. They also referenced one of their recent papers, Competing in the Age of Omnichannel Retailing, and I have added some of its points here as well. The webcast was well moderated by AllAnaytics’ Noreen Seebacher and Beth Schultz.
Although it wasn’t discussed in depth, I observe that big data is especially poignant to retailers for two reasons: they have extremely rich internal, proprietary transaction data on customers (loyalty cards, credit cards, returns information, call center information, service information) and retail customers are the most free-wheeling online. Retail customers discuss their experiences in situations in which they use most types of products. This gives retailers priceless information: […]
Hightech and U.S. Healthcare Transformation recaps The Future of Healthcare: How Technology is Enabling New Models of Healthcare Delivery, which was cosponsored by Katten Muchin Rosenmann and the Illinois Technology Association. The seminar featured five panelists with various points of view: two CEOs of healthcare start-ups, one venture capitalist, one healthcare management consultant and a healthcare attorney.
The consensus was that, at long last, U.S. healthcare is going to progress beyond the waiting room; a perfect storm of market forces and technology enablement has created the conditions for significant reform. Regulations are balancing privacy, protections and digitization, and start-ups are attacking pockets of inefficiency, often through mobile applications and cloud solutions. Technology empowers patients and providers because information is increasingly available real-time. Information enables patients to be more aware of their health as well as the ramifications of their decisions, and it can improve collaboration between provider and patient.
Government is a major change agent; the U.S. taxpayer is footing a higher and higher bill, and healthcare has absorbed all wage gains for many years now, effectively preventing Americans from improving their quality of life. Read on for my notes […]
Ron May, 1956-2013
Ron May Digital Social Pioneer, and the notorious Chicago hightech commentator and analyst, died on 23 June 2013. Since I knew Ron longer and better than many people, I’ll reflect on what I knew of his life and considerable gifts and contributions. Above all, I’ll try to convey what Ron taught me about the digital world, where he was a pioneer among pioneers.
I met Ron in late 1996 in Dick Reck’s office at KPMG, when The May Report was fledging. It was obvious that he was unusually smart and passionate and motivated, and I learned that these traits were the foundation of Ron May the person. Ron May cared, and he had strong opinions. He had a brilliant inquisitive mind and indefatigable energy. I had a few conversations with Ron about his health over the years, and I suspect that it had a large impact on how he felt and interacted in public.