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Dean of Big Data

William Schmarzo

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Top Stories by William Schmarzo

What Tomorrow's Business Leaders Need to Know About Machine Learning Sometimes I write a blog just to formulate and organize a point of view, and I think it’s time that I pull together the bounty of excellent information about Machine Learning. This is a topic with which business leaders must become comfortable, especially tomorrow’s business leaders (tip for my next semester University of San Francisco business students!). Machine learning is a key capability that will help organizations drive optimization and monetization opportunities, and there have been some recent developments that will place basic machine learning capabilities into the hands of the lines of business. By the way, there is an absolute wealth of freely-available material on machine learning, so I’ve included a sources section at the end of this blog for folks who want more details on machine lea... (more)

Key to Data Monetization | @CloudExpo #IoT #BigData #Analytics #AI #DX #DigitalTransformation

Many organizations are associating data monetization with selling their data. But selling data is not a trivial task, especially for organizations whose primary business relies on its data. Organizations new to selling data need to be concerned with privacy and Personally Identifiable Information (PII), data quality and accuracy, data transmission reliability, pricing, packaging, marketing, sales, support, etc. Companies such as Nielsen, Experian and Acxiom are experts at selling data because that’s their business; they have built a business around gathering, aggregating, cleansi... (more)

What Digital Transformation Means to Retailers | @ThingsExpo #DX #IoT #M2M

A recent BusinessWeek article titled “America’s Retailers Are Closing Stores Faster Than Ever” summarizes the epidemic that retailers are facing today (see Figure 1). Figure 1:  Growing Epidemic of Store Closures Retailers are closing stores at a record path and the driving force behind the acceleration in store closings is Amazon, who now accounts for over 50% of all on-line retail sales (see Figure 2). Figure 2:  Amazon’s Growing Dominance of e-commerce; source:  “Competitors Can’t Keep Up With Amazon’s Growth” What are retailers to do when the tricks and techniques that work... (more)

The #IoT and #Analytics | @ThingsExpo #BigData #BI #AI #DX #MachineLearning

The Internet of Things (IoT) and Analytics at The Edge The Internet of Things (IoT) promises to change everything by enabling “smart” environments (homes, cities, hospitals, schools, stores, etc.) and smart products (cars, trucks, airplanes, trains, wind turbines, lawnmowers, etc.). I recently wrote about the importance of moving beyond “connected” to “smart” in a blog titled “Internet of Things: Connected Does Not Equal Smart”. The article discusses the importance of moving beyond just collecting the data, to transitioning to leveraging this new wealth of IoT data to improve th... (more)

How to Achieve #DigitalTransformation | @CloudExpo @DellEMC #DX #AI #IoT

Industry after industry is under siege as companies embrace digital transformation (DX) to disrupt existing business models and disintermediate their competitor's customer relationships. But what do we mean by "Digital Transformation"? Digital Transformation The coupling of granular, real-time data (e.g., smartphones, connected devices, smart appliances, wearables, mobile commerce, video surveillance) with modern technologies (e.g., cloud native apps, Big Data architectures, hyper-converged technologies, artificial intelligence, blockchain) to enhance products, processes, and bu... (more)