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How Twilio used Amazon SageMaker MLOps pipelines with PrestoDB to enable frequent model retraining and optimized batch transform

Favorite This post is co-written with Shamik Ray, Srivyshnav K S, Jagmohan Dhiman and Soumya Kundu from Twilio. Today’s leading companies trust Twilio’s Customer Engagement Platform (CEP) to build direct, personalized relationships with their customers everywhere in the world. Twilio enables companies to use communications and data to add intelligence

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Shared by AWS Machine Learning June 17, 2024

Open Source AI Definition – Weekly update June 17

Favorite Explaining the concept of Data information After much debate regarding training data, @stefano published a summary of the positions expressed and some clarifications about the terminology included in draft v.0.0.8. You can read the rationale about it and share your thoughts on the forum.  Initial thoughts: @Senficon (Felix Reda)

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Shared by voicesofopensource June 17, 2024

Explaining the concept of Data information

Favorite There seems to be some confusion caused by the concept of Data information included in the draft v0.0.8 of the Open Source AI Definition. Some readers may have seen the original dataset included in the list of optional components and quickly jumped to the wrong conclusions. This post clarifies

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Shared by voicesofopensource June 14, 2024

Scalable intelligent document processing using Amazon Bedrock

Favorite In today’s data-driven business landscape, the ability to efficiently extract and process information from a wide range of documents is crucial for informed decision-making and maintaining a competitive edge. However, traditional document processing workflows often involve complex and time-consuming manual tasks, hindering productivity and scalability. In this post, we

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Shared by AWS Machine Learning June 12, 2024

Build a custom UI for Amazon Q Business

Favorite Amazon Q is a new generative artificial intelligence (AI)-powered assistant designed for work that can be tailored to your business. Amazon Q can help you get fast, relevant answers to pressing questions, solve problems, generate content, and take actions using the data and expertise found in your company’s information

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Shared by AWS Machine Learning June 12, 2024