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6 trends framing the state of AI and ML

O'Reilly on Data

Our analysis of ML- and AI-related data from the O’Reilly online learning platform indicates: Unsupervised learning surged in 2019, with usage up by 172%. Deep learning cooled slightly in 2019, slipping 10% relative to 2018, but deep learning still accounted for 22% of all AI/ML usage. Concluding thoughts.

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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. Just starting out with analytics? GiB/s, and IO500 MD 248.81

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

CIO Business Intelligence

Some conversational AI implementations rely heavily on ML tools that incorporate neural networks and deep learning techniques. Many of these more advanced chatbots run best on high-performance computing (HPC) clusters with dozens of Dell Technologies PowerEdge server nodes, NVIDIA GPUs, and fast storage. .

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Become More Data-Driven by Evolving Analytics Workloads

CIO Business Intelligence

Modern data analytics spans a range of technologies, from dedicated analytics platforms and databases to deep learning and artificial intelligence (AI). 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

Modern data analytics spans a range of technologies, from dedicated analytics platforms and databases to deep learning and artificial intelligence (AI). Just starting out with analytics? Ready to evolve your analytics strategy or improve your data quality?