Machine Learning and Deep Learning in the Quantum Era Report 2024, with Profiles of 25 Leading Firms and Research Institutes Active in the Field [Yahoo! Finance]
International Business Machines Corporation (IBM)
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Source: Yahoo! Finance
Machine learning (ML) is one of the most mature segments of the AI market - it dates to the 1950s. ML teaches machines to perform specific tasks and provide accurate results by identifying patterns. The advent of quantum computers has led to speculations on how the power of quantum computing can be applied to ML. A consensus is building that Quantum Machine Learning (QML) can improve classical ML in terms of faster run times, increased learning efficiencies and boosted learning capacity. QML exhibits several emerging trends: Using quantum computers to solve traditional ML problems. Developing improved ML algorithms better suited to QML. Investigating new ways of delivering QML, especially over a cloud. Using classical ML to optimize quantum hardware operations, control systems, and user interfaces. This report identifies Quantum Machine Learning opportunities and applications already beginning to appear and those that we believe will emerge in the future. It also discus
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