AWS Archives - Thomson Reuters Institute https://blogs.thomsonreuters.com/en-us/innovation-topics/aws/ Thomson Reuters Institute is a blog from ¶¶Òõ³ÉÄê, the intelligence, technology and human expertise you need to find trusted answers. Mon, 16 Sep 2024 17:01:51 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.3 ¶¶Òõ³ÉÄê Labs: Behind the Scenes of our Machine Learning Operations Journey with Amazon Web Services /en-us/posts/innovation/thomson-reuters-labs-behind-the-scenes-of-our-machine-learning-operations-journey-with-amazon-web-services/ Mon, 09 Sep 2024 10:26:44 +0000 https://blogs.thomsonreuters.com/en-us/?post_type=innovation_post&p=62978 We hear about artificial intelligence (AI), machine learning (ML), generative AI and large language models daily. Advancements in these fields have been nothing short of astonishing, offering unprecedented possibilities to both businesses and individuals.Ìý

While it’s easy to be captivated by flashy AI demonstrations, the challenge lies in developing reliable, scalable solutions that deliver tangible value to customers. At ¶¶Òõ³ÉÄê, we’ve embraced this challenge head-on.ÌýÌý

Effective development of AI solutions at scale requires a breadth of skills, software and infrastructure components with a significant depth of detailed knowledge. Building all this expertise in-house and keeping it up to date is barely possible.Ìý

The ¶¶Òõ³ÉÄê collaboration with Amazon Web Services (AWS) has been important in allowing us to build a solid, customized toolchain while also providing feedback and proposals on how to optimize AWS offerings to better meet our needs. On the , we shared extensive details on how ¶¶Òõ³ÉÄê achieved AI/ML innovation at pace with machine learning operations (MLOps) services on the AWS SageMaker ecosystem.Ìý

The generative AI and MLOps spaces are still early stage and fluid. As an engineer within ¶¶Òõ³ÉÄê Labs – the dedicated applied research division of ¶¶Òõ³ÉÄê – I find it exciting to bring stability and solidity to this challenging, fast-paced environment. I hope you enjoy learning about ¶¶Òõ³ÉÄê Labs’ .Ìý

This is a guest post from Danilo Tommasina, distinguished engineer, ¶¶Òõ³ÉÄê.Ìý

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