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Federated learning on AWS using FedML, Amazon EKS, and Amazon SageMaker

AWS Machine Learning

Healthcare organizations must navigate strict compliance regulations, such as the Health Insurance Portability and Accountability Act (HIPAA) in the United States, while implementing FL solutions. FedML Octopus is the industrial-grade platform of cross-silo FL for cross-organization and cross-account training.

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Designing generative AI workloads for resilience

AWS Machine Learning

Ingesting from these sources is different from the typical data sources like log data in an Amazon Simple Storage Service (Amazon S3) bucket or structured data from a relational database. In the low-latency case, you need to account for the time it takes to generate the embedding vectors.

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11 Contact Center Technologies to Boost Customer Satisfaction

TechSee

Fully customizable, Enchant includes features such as unlimited Help Desk Inboxes, smart folders that update in real time, multiple knowledge base sites with their own set of articles, multiple messengers in a single account with each pointing to a different team or configured for a different website.

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Generate financial industry-specific insights using generative AI and in-context fine-tuning

AWS Machine Learning

As we can see the data retrieval is more accurate. Additionally, the generated analysis has considered all of the volatility information in the dataset (1-year, 3-year, and 5-year) and accounted for present or missing data for volatility. In entered the Big Data space in 2013 and continues to explore that area.

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Monitor embedding drift for LLMs deployed from Amazon SageMaker JumpStart

AWS Machine Learning

An Amazon Cognito authentication layer is used, so it requires creating a user account in the Amazon Cognito user pool deployed via the AWS CDK (see the AWS CDK output for the user pool name) for first-time access to the application. In entered the Big Data space in 2013 and continues to explore that area.

Big data 131
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Exploring The Restaurant of Tomorrow at FSTEC

Interactions

In 2013, Aloha (NCR) and MICROS (Oracle) accounted for about 43% of the restaurant POS market; by 2017, that number was down to about 30% and continues to fall. The same logic that is a boon for the guest in terms of meal choices creates a vicious cycle for the operator and locks them into high fees and increased competition.

APIs 70
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Bank Branch Innovation Like Never Before: 5 Brands Redefining Tradition

Avaya

Touch screens in branches provide both product information and the ability to directly manage accounts online. Executives claim this new model—debuted in 2013 as the first deployment of its kind in Europe—is already 30% more productive than the company’s previous decentralized model.

Banking 58