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Written by Seldon’s Alexandru Coca and Anyscale‘s Bill Chambers Serving models at scale is only part of the battle. In general, you’re going to have to be able to explain predictions as well. We, at Seldon, know the challenges of working with a number of models and serving them in production but our users constantly…
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Seldon today announced that Seldon Deploy is now available through Red Hat Marketplace, an open cloud marketplace for enterprise customers to discover, try, purchase, deploy, and manage certified container-based software across environments—public and private, cloud and on-premises. Through the marketplace, customers can take advantage of responsive support, streamlined billing and contracting, simplified governance, and single-dashboard…
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Seldon’s Engineering Director Alejandro Saucedo writes about how to mitigate risk in AI in this piece for ITProPortal. AI poses risks, but there are various ways for companies to safeguard against them. Many companies have embraced the use of AI to great benefit, realizing new efficiencies, improving profitability and overall boosting business results. However, with…
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Seldon’s Ryan Dawson has begun a series for Hacker Noon investigating the myths of Open Source. Both Ryan and Seldon are nominated for Hackernoon awards – vote for Seldon in for ‘Most Innovative Company of the Year: Artificial Intelligence‘ and ‘Best Open Source Project‘ and for Ryan in ‘Contributor of the Year: DevOps‘. Back in…
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With the promise of vast improvements to productivity and efficiency, AI is set to disrupt every industry. However if developed or deployed incorrectly, these same AI models can actually turn out to cause real social and economic harm. This has led to a growing interest in AI ethics and how organisations can work to prevent…
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Alejandro Saucedo, Member of the European Commission’s High Level Expert Group Reserve List on AI and Engineering Director at Seldon, argues that to ensure artificial intelligence is humane, it must be regulated Artificial intelligence (AI) is set to bring about both transformational change and cost savings in virtually every sector. In fact, the improvements in productivity…
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Seldon’s Ryan Dawson wrote this fantastic piece for Hacker Noon. Both Ryan and Seldon are nominated for Hackernoon awards – vote for Seldon in for ‘Most Innovative Company of the Year: Artificial Intelligence‘ and ‘Best Open Source Project‘ and for Ryan in ‘Contributor of the Year: DevOps‘. Kubernetes is now almost synonymous with container orchestration….
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FarrandTom, IBM’s Tom Farrand has put together a great browser based tutorial for Seldon Core on Katacoda where users can install and then deploy an instance of the SKLearn Iris classifier. In the scenario, users will deploy Seldon Core to a Kubernetes environment and then use Seldon Core to deploy and test a machine learning…
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Ryan Dawson, Engineer at Seldon, digs into what separates MLOps and DevOps in this video session with the MLOps.community. Abstract: It can be tricky to explain MLOps to colleagues and managers who are used to traditional software engineering and DevOps, let alone your gran. We have to answer the ‘Isn’t that just DevOps?’ question clearly,…
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Seldon are proud to present two papers at ICML 2020 in the ‘Challenges in Deploying and Monitoring Machine Learning Systems’ workshop. It’s great recognition for the fantastic R&D work from the team in diverse fields. Read the details on the papers below: Serverless inferencing on Kubernetes Clive Cox, Dan Sun, Ellis Tarn, Animesh Singh, David…
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