AWS FeedStandardizing Database Migrations with AWS Database Migration Service and AWS Service Catalog Companies and organizations are moving data and technology infrastructure to AWS to modernize their applications and gain access to cloud services. The move results in lower costs, increased productivity, and reduced downtime. Some customers are migrating data to Amazon Simple Storage Service…
AWS FeedRAPIDS and Amazon SageMaker: Scale up and scale out to tackle ML challenges In this post, we combine the powers of NVIDIA RAPIDS and Amazon SageMaker to accelerate hyperparameter optimization (HPO). HPO runs many training jobs on your dataset using different settings to find the best-performing model configuration. HPO helps data scientists reach top…
AWS FeedField Notes: Launch Amazon Elasticsearch Service with Fine-Grained Access Control and Amazon Cognito Originally published March 2020 to the Field Notes blog, and reviewed for technical accuracy in March 2021. To get started with Amazon Elasticsearch Service (Amazon ES), you must have a concept for authentication and authorization for your search cluster. In addition to an…
AWS FeedApproaches for authenticating external applications in a machine-to-machine scenario Amazon Web Services (AWS) supports multiple authentication mechanisms (AWS Signature v4, OpenID Connect, SAML 2.0, and more), essential in providing secure access to AWS resources. However, in a strictly machine-to machine (m2m) scenario, not all are a good fit. In these cases, a human is…
AWS FeedAWS Solutions Implementation – The Discovering Hot Topics Using Machine Learning solution adds the capability to filter and visualize Twitter topics based on geographical coordinates AWS Solutions has updated Discovering Hot Topics using Machine Learning, an AWS Solutions Implementation that ingests text, image and video (video: upcoming feature) from online discourse in order to…
AWS FeedAmazon RDS for Oracle now supports January 2021 Patch Set Update (PSU) for Oracle Database 12.1 Amazon RDS for Oracle now supports the January 2021 Patch Set Update (PSU) for Oracle Database 12.1. January 2021 Release Update (RU) for Oracle Database 12.2, 18c, and 19c have already been launched.