Machine learning deployment is the process of deploying a machine learning model in a live environment. The model can be deployed across a range of different environments and will often be integrated with apps through an API. Learning how to deploy machine learning models is a key step in an organization gaining operational value from […]
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Kubernetes is an open-source platform used to orchestrate and manage containers and containerized applications. It allows for the automation of key elements of container management, including scaling, scheduling, monitoring and container replication. It’s used by a huge range of organizations and developers to streamline the management of containerized workloads. Kubernetes was originally developed by Google
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Machine learning (ML) is a process by which a system learns from data to undergo iterative improvement without direct human control. Instead of operating on a static algorithm designed by a programmer, the algorithm is trained on sample data to create a model which makes sense of the data. Models can be used to provide
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In this Editor’s Choice piece for Information Age, Seldon CEO and Founder Alex Housley discusses how machine learning is set to revolutionise drug discovery. Over the past 18 months, we’ve all seen how crucial the pharmaceutical industry can be for society during a public health crisis. The ability to speedily and safely discover, develop, and
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