Dean of Big Data - CTO, IoT and Analytics at Hitachi Vantara

William Schmarzo

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Top Stories by William Schmarzo

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 the decisions that these smart environments and products need to make: to help these environments and products to self-monitor, self-diagnose and eventually, self-direct. But one of the key concepts in enabling this transition from connected to smart is the ability to perform “analytics at the ... (more)

Tips for Data Scientists | @CloudExpo #BigData #IoT #ML #AI #DataScience

I spend a lot of time helping organizations to “think like a data scientist.” My book “Big Data MBA: Driving Business Strategies with Data Science” has several chapters devoted to helping business leaders to embrace the power of data scientist thinking. My Big Data MBA class at the University of San Francisco School of Management focuses on teaching tomorrow’s business executives the power of analytics and data science to optimize key business processes, uncover new monetization opportunities and create a more compelling, engaging customer and channel engagement. However in work... (more)

A Harsh Big Data Message | @ExpoDX #BigData #IoT #Analytics #SmartCities #DigitalTransformation

This is a short blog with a harsh message for Big Data vendors. Camera fades in to Pastor Schmarzo heading to the pulpit… What does the future hold for today’s Big Data vendors?  Hundreds of startups are rushing into the Big Data market to stake their claim to a market that IDC predicts will reach $187 billion by 2019.  Dang, that’s a big market, especially considering that the Global Business Intelligence market will only reach a trifling $20.8 billion by 2018 or the long-running ERP applications market is expected to reach a trivial $84.1 billion by 2020.  Yes, the big data mar... (more)

How to Achieve #DigitalTransformation | @ExpoDX @HitachiVantara #AI #IoT #IIoT #FinTech #SmartCities #DigitalTransformation

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)

Difference Between Big Data and Internet of Things | @ExpoDX @Schmarzo #BigData #IoT #IIoT #DigitalTransformation

A recent argument with folks whose intelligence I hold in high regard (like Tom, Brandon, Wei, Anil, etc.) got me thinking about the following question: What does it mean, as a vendor, to say that you support the Internet of Things (IoT) from an analytics perspective? I think the heart of that question really boils down to this: What are the differences between big data (which is analyzing large amounts of mostly human-generated data to support longer-duration use cases such as predictive maintenance, capacity planning, customer 360 and revenue protection) and IoT (which is aggreg... (more)