AWS FeedDefine and run Machine Learning pipelines on Step Functions using Python, Workflow Studio, or States Language You can use various tools to define and run machine learning (ML) pipelines or DAGs (Directed Acyclic Graphs). Some popular options include AWS Step Functions, Apache Airflow, KubeFlow Pipelines (KFP), TensorFlow Extended (TFX), Argo, Luigi, and Amazon SageMaker…
AWS FeedAmazon RDS for MariaDB supports new minor versions 10.5.12, 10.4.21, 10.3.31, 10.2.40 Amazon Relational Database Service (Amazon RDS) for MariaDB now supports MariaDB minor versions 10.5.12, 10.4.21, 10.3.31, and 10.2.40. We recommend that you upgrade to the latest minor versions to fix known security vulnerabilities in prior versions of MariaDB, and to benefit from…
AWS FeedAccelerate application development with AWS CloudFormation by preventing stack rollback AWS CloudFormation helps minimize downtime when you are deploying application and infrastructure resources. By default, it supports a deployment safety approach (that is, one in which it rolls back to the last known good state whenever an error is encountered during the deployment of…
AWS FeedThis Week in Security News – September 3, 2021 VP, Threat Intelligence Proxytoken vulnerability can modify Exchange server configs and Lockbit jumps its own countdown, publishes Bangkok Air files
AWS FeedPractical Entity Resolution on AWS to Reconcile Data in the Real World This post was co-written with Mamoon Chowdry, Solutions Architect, previously at AWS. Businesses and organizations from many industries often struggle to ensure that their data is accurate. Data often has to match people or things exactly in the real world, such as…
AWS FeedHow US federal agencies can authenticate to AWS with multi-factor authentication This post is part of a series about how AWS can help your US federal agency meet the requirements of the President’s Executive Order on Improving the Nation’s Cybersecurity. We recognize that government agencies have varying degrees of identity management and cloud maturity…