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WiMi Hologram Cloud, a leading global Hologram Augmented Reality (“AR”) Technology provider, recently announced the development of a big data intelligent decision-making system based on machine learning and situational awareness. This system is of great significance and value in solving complex decision-making problems in real life, as it can improve decision-making efficiency, optimize resource allocation, enhance the accuracy of risk prediction, and promote innovation and development. The system involves data acquisition and pre-processing, the design and training of machine learning models, and the design and implementation of a situational awareness algorithm.