AWS Machine Learning

JANUARY 26, 2024

The goal of this post is to empower AI and machine learning (ML) engineers, data scientists, solutions architects, security teams, and other stakeholders to have a common mental model and framework to apply security best practices, allowing AI/ML teams to move fast without trading off security for speed.

Best practices 123

Best practices Government Engineering Accountability 123

AWS Machine Learning

JULY 29, 2022

This is mainly targeting the data steward persona, who is responsible for streamlining and standardizing the process of sharing data between data producers and consumers and ensuring compliance with data governance rules. Therefore, data producers from different LoBs are responsible for making data in a consumable form right at the source.

Government 78

Government Banking Analytics Accountability 78

AWS Machine Learning

NOVEMBER 16, 2023

With SageMaker MLOps tools, teams can easily train, test, troubleshoot, deploy, and govern ML models at scale to boost productivity of data scientists and ML engineers while maintaining model performance in production. Regulations in the healthcare industry call for especially rigorous data governance.

Healthcare 89

Healthcare Government Engineering APIs 89

AWS Machine Learning

SEPTEMBER 27, 2022

Today, we’re excited to announce self-service quota management support for Amazon Textract via the AWS Service Quotas console, and higher default service quotas in select AWS Regions. Increased default service quotas for Amazon Textract. Synchronous Operations. AnalyzeDocument. US East (Ohio). DetectDocumentText.

Self service 71

Self service APIs Management Accountability 71

AWS Machine Learning

APRIL 22, 2024

Organizations are facing ever-increasing requirements for sustainability goals alongside environmental, social, and governance (ESG) practices. Throughout this lifecycle, implementing AWS Well-Architected Framework best practices is recommended. A Gartner, Inc. Figure 7: The generative AI lifecycle 11.

Best practices 112

Best practices Benchmark Transportation Engineering 112

AWS Machine Learning

NOVEMBER 22, 2023

Hear best practices for using unstructured (video, image, PDF), semi-structured (Parquet), and table-formatted (Iceberg) data for training, fine-tuning, checkpointing, and prompt engineering. In this session, learn how to build your first generative AI application with key services such as Amazon Bedrock. Reserve your seat now!

Engineering 111

Engineering Best practices APIs Government 111

AWS Machine Learning

FEBRUARY 6, 2024

The workflow includes the following steps: A QnABot administrator can configure the questions using the Content Designer UI delivered by Amazon API Gateway and Amazon Simple Storage Service (Amazon S3). The Content Designer Lambda function saves the input in OpenSearch Service in a question’s bank index. Choose Create function.

Chatbots 104

Chatbots APIs Self service Banking 104