Tag: AI



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How to Simplify the Process of Building Production-ready AI Services and Reduce the Time for Resource Management in the Automotive Industry?


While the automotive industry is rapidly changing by adopting a software-first strategy, like in other sectors, automotive enterprises struggle with productionizing AI and ML R&D projects. Machine Learning and Data Science teams face numerous challenges, including determining the proper technology, automating workflows, managing computing resources, managing data, and building solutions meeting internal regulations. All these […]




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Machine Learning at the Edge – Federated Learning in the Automotive Industry


Machine Learning combined with edge computing gains a lot of interest in industries leveraging AI at scale – healthcare, automotive, or insurance. The proliferation of use cases such as autonomous driving or augmented reality, requiring low latency, real-time response to operating correctly, made distributed data processing a tempting solution. Computation offloading to edge IoT devices […]