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Dean of Big Data

William Schmarzo

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Top Stories by William Schmarzo

Quantum Computing, Artificial Intelligence (AI) and Solving the Impossible In the blog “From Autonomous to Smart:  Importance of Artificial Intelligence,” we discussed the two critical artificial intelligence (AI) challenges in creating “smart” edge devices: Artificial Intelligence Challenge #1: How do the Artificial Intelligence algorithms handle the unexpected, such as flash flooding, terrorist attacks, earthquakes, tornadoes, police car chases, emergency vehicles, blown tires, a child chasing a ball into the street, etc.? Artificial Intelligence Challenge #2: The more complex the problem state, the more data storage (to retain known state history) and CPU processing power (to find the optimal or best solution) is required in the edge devices in order to create “smart”. In the blog “Reinforcement Learning to the Rescue,” we talked about how Moore’s Law isn’t going... (more)

Demystifying #DataScience | @CloudExpo #BigData #AI #ArtificialIntelligence

[Opening Scene]: Billy Dean is pacing the office. He’s struggling to keep his delivery trucks at full capacity and on the road. Random breakdowns, unexpected employee absences, and unscheduled truck maintenance are impacting bookings, revenues and ultimately customer satisfaction. He keeps hearing from his business customers how they are leveraging data science to improve their business operations. Billy Dean starts to wonder if data science can help him. As he contemplates what data science can do for him, he slowly drifts off to sleep, and visions of Data Science starts dancing... (more)

Understanding Chaos Theory | @ThingsExpo #DX #BI #IoT #M2M #Analytics

Why Understanding Chaos Theory Is Important to Your Business “Chaos: When the present determines the future, but the approximate present does not approximately determine the future.” – Edward Lorenz We all probably remember the movie (“Jurassic Park”), even if we don’t remember this exact scene: Dr. Malcolm, played by Jeff Goldblum is explaining Chaos Theory to Dr. Ellie Sattler, played by Laura Dern. Dr. Malcolm is explaining how random, seemingly negligible events can disrupt even the most carefully laid out plans. Dr. Ian Malcolm: [after the T-Rex failed to appear for the tour... (more)

Embracing Conflict to Fuel Digital Innovation | @ThingsExpo #DX #IoT #M2M #BigData

When talking to clients about their business goals, most business executives are pretty clear as to what they want to accomplish, such as reducing customer churn or reducing inventory costs or improving quality of care or improving product line profitability. But these “one dimensional” business initiatives really don’t push the organization’s innovative thinking. For example, I can easily reduce marketing costs if I significantly reduce advertising and promotional spending. Or I can easily improve product line profitability by cutting all marketing and advertising spending and ... (more)

Me, Myself and Digital Twins | @ThingsExpo #AI #IoT #BigData #DX #DigitalTransformation

It’s hard to get into the world of the Internet of Things (IoT) without eventually talking about Digital Twins. I was first exposed to the concept of Digital Twins when working with GE. Great concept. But are Digital Twins only relevant to physical machines such as wind turbines, jet engines, and locomotives? What can we learn about the concept of digital twins that we can apply more broadly – to other physical entities (like contracts and agreements) and even humans? What Is a Digital Twin? A Digital Twin is a digital representation of an industrial asset that enables companies... (more)