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A Golden Era of HPC in Government Meets Accelerating Demands

CIO Business Intelligence

Real-time big data analytics, deep learning, and modeling and simulation are newer uses of HPC that governments are embracing for a variety of applications. Big data analytics is being used to uncover crimes. Deep learning, together with machine learning, is able to detect cyber threats faster and more efficiently. .

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GREEN500 Supercomputer Powering Robot Scientists and Transformational Machine Learning

CIO Business Intelligence

If you teach a machine learning algorithm what a rabbit looks like, it will be able to tell whether an animal is or isn’t a rabbit. This is the way that most machine learning works—it deals with problems one at a time.”. Just starting out with analytics? Ready to evolve your analytics strategy or improve your data quality?

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How MLOps Is Helping Overcome Machine Learning’s Biggest Challenges

CIO Business Intelligence

At its simplest, MLOps is defined as applying the principles of the DevOps movement to machine learning. With that in mind, Dell Technologies recently rolled out its Dell Validated Design for AI , built in collaboration with cnvrg.io. . So what’s the problem? The problem with ML. The promise of MLOps. The approach works.

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The Reason Many AI and Analytics Projects Fail—and How to Make Sure Yours Doesn’t

CIO Business Intelligence

It’s About the Data For companies that have succeeded in an AI and analytics deployment, data availability is a key performance indicator, according to a Harvard Business Review report. [3] Dealing with data is where core technologies and hardware prove essential. Just starting out with analytics? 1] [link]. [2]

Analytics 137
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Smart Cities Increase Efficiency, Safety and Sustainability

CIO Business Intelligence

More cities than ever before are investing in smart city technology and changing how cities operate. As it faced the pressures brought by a rapidly growing population and a constant influx of visitors, the City of Las Vegas looked to intelligent digital technologies to help it operate in smarter, more efficient ways.

IoT 145
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NLP Isn’t Enough. Leading Financial Services Companies Are Now Moving to Conversational AI.

CIO Business Intelligence

Similarly, 91% of respondents wanted their chatbots to automate actions based on customer responses, but only 52% said their current technology had that capability. . Some conversational AI implementations rely heavily on ML tools that incorporate neural networks and deep learning techniques. Just starting out with analytics?

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Why Financial Services Firms are Championing Natural Language Processing

CIO Business Intelligence

But only in recent years, with the growth of the web, cloud computing, hyperscale data centers, machine learning, neural networks, deep learning, and powerful servers with blazing fast processors, has it been possible for NLP algorithms to thrive in business environments. Just starting out with analytics? it’s math.”.