AWS Machine Learning

DECEMBER 16, 2022

Gartner predicts that by 2024, 60 percent of the data used for the development of ML and analytics solutions will be synthetically generated and that the use of synthetic data will continue to increase substantially. This blog post explores tabular synthetic data generation. Prerequisites: You must have an AWS account to run SageMaker.

Enterprise 71

Enterprise APIs Analytics Accountability 71

AWS Machine Learning

NOVEMBER 16, 2023

This is a joint blog with AWS and Philips. These capabilities are essential for demonstrating compliance with regulatory standards and ensuring transparency and accountability in AI/ML workflows. Users from several business units were trained and onboarded to the platform, and that number is expected to grow in 2024.

Healthcare 89

Healthcare Government Engineering APIs 89

AWS Machine Learning

APRIL 30, 2024

As of April 30, 2024 Amazon Q Business is generally available. The sample use case in this post uses an IAM Identity Center account instance with its identity source configured as Okta, which is used as the IdP. There are two types of IAM Identity Center instances: an organization instance and an account instance.

Enterprise 102

Enterprise Accountability APIs Management 102

AWS Machine Learning

NOVEMBER 22, 2023

Join Shaown Nandi, AWS Director of Technology for Industries and Strategic Accounts, and industry leaders to hear how generative AI is accelerating content creation and helping organizations reimagine customer experiences. You can also get behind the wheel yourself on November 30, when the track opens for the 2024 Open Racing.

Engineering 110

Engineering Best practices APIs Government 110

AWS Machine Learning

MARCH 15, 2024

This is a guest blog post written by Nitin Kumar, a Lead Data Scientist at T and T Consulting Services, Inc. Furthermore, model hosting on Amazon SageMaker JumpStart can help by exposing the endpoint API without sharing model weights. In this post, we discuss the value and potential impact of federated learning in the healthcare field.

Healthcare 98

Healthcare Government Best practices Engineering 98

AWS Machine Learning

MAY 10, 2024

Prerequisites First-time users need an AWS account and AWS Identity and Access Management (IAM) role with SageMaker and Amazon Simple Storage Service (Amazon S3) access. Enrich your existing software as a service (SaaS), software platforms, web portals, or mobile apps with your fine-tuned LLM using the API or SDKs.

APIs 96

APIs Metrics Accountability SaaS 96

AWS Machine Learning

NOVEMBER 30, 2023

We expect our first Trainium2 instances to be available to customers in 2024. With Amazon Bedrock, customers are only ever one API call away from a new model. CRM or ERP applications), and write a few AWS Lambda functions to execute the APIs (e.g., Meta Llama 2 70B, and additions to the Amazon Titan family.

APIs 125

APIs Enterprise Best practices Technology 125