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Your guide to AI/ML at AWS re:Invent 2022

AWS Machine Learning

And last but never least, we have exciting workshops and activities with AWS DeepRacer—they have become a signature event! Workshops – Hands-on learning opportunities where, in the course of 2 hours, you’ll be able to build a solution to a problem, understand the inner workings of the resulting infrastructure, and cross-service interaction.

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Americas FSI Digital Commentary: 3 Ways to Accelerate Digital Strategy in 2023

Cisco - Contact Center

A virtual or onsite workshop is a valuable way to explore top-of-mind use-cases, toolsets, and to get a solid understanding of what is available to get started and drive alignment and momentum across teams. Cloverhound is skilled in delivering solutions with the best of innovation and simplicity.

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Customize business rules for intelligent document processing with human review and BI visualization

AWS Machine Learning

This post introduces a solution included in the Amazon IDP workshop showcasing how to process documents to serve flexible business rules using Amazon AI services. Call the Amazon Textract analyze_document API using the Queries feature to extract text from the page. Extract text using an Amazon Textract query. About the authors.

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Monitoring Lake Mead drought using the new Amazon SageMaker geospatial capabilities

AWS Machine Learning

In 2022, the Earth’s atmosphere contains more than 400 parts per million of carbon dioxide, which is 50% more than it had in 1750. We use the TimeRangeFilter to select data from January 2021 to July 2022. This land cover segmentation model can be run with a simple API call. Since 1993, sea levels have risen 102.5 millimeters.

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New performance improvements in Amazon SageMaker model parallel library

AWS Machine Learning

You can learn more about Stability AI’s mission and partnership with AWS in the talk of Stability AI CEO at AWS re:Invent 2022 or in this blog post. For training a different model type, you can follow the API document to learn about how to apply SMP APIs. 24xlarge instances, a 58% speed up compared to DeepSpeed.