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6 trends framing the state of AI and ML

O'Reilly on Data

We use it as a data source for our annual platform analysis , and we’re using it as the basis for this report, where we take a close look at the most-used and most-searched topics in machine learning (ML) and artificial intelligence (AI) on O’Reilly [1]. that support unsupervised learning.

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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?

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Bionic Eye, Disease Control, Time Crystal Research Powered by IO500 Top Storage Systems

CIO Business Intelligence

These supercomputers power exciting innovations in deep learning, disease control, and physics—think bionic eyes, DNA sequencing for infectious disease research, and the study of time crystals. . CSIRO’s Bracewell Delivers Deep Learning, Bionic Vision. Participants reported life-changing abilities and more autonomy.

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A Golden Era of HPC in Government Meets Accelerating Demands

CIO Business Intelligence

But the New York Times recently reported that Chinese researchers had broken the exascale computing barrier, performing a calculation that would have taken the Oak Ridge National Laboratory’s former machines 10,000 years to complete in a mere 304 seconds. . Big data analytics is being used to uncover crimes.

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How MLOps Is Helping Overcome Machine Learning’s Biggest Challenges

CIO Business Intelligence

An Omdia report notes, “Successful enterprise ML at scale demands the careful orchestration of a complex tapestry made up of people, processes, and platforms, an effort that does not end when an ML solution goes live but instead continues for the life of the solution.” . Just starting out with analytics? The approach works.

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

CIO Business Intelligence

A Forrester report commissioned by vendor ADA found that 95% of financial firms would like their chatbots to understand customer history with the company. 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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Increasing Real-Time Efficiency Through AIOps

CIO Business Intelligence

For example, Dell Technologies Validated Designs for Splunk power AIOps by gathering real-time data, mining it for insights, and then delivering these insights to management. The process is further simplified through predefined workflows, dashboards and automatic reports that adapt to specific environments and applications.