AWS News Blog

Category: Announcements

AWS DeepComposer – Now Generally Available With New Features

AWS DeepComposer, a creative way to get started with machine learning, was launched in preview at AWS re:Invent 2019. Today, I’m extremely happy to announce that DeepComposer is now available to all AWS customers, and that it has been expanded with new features. A primer on AWS DeepComposer If you’re new to AWS DeepComposer, here’s […]

Amazon Detective – Rapid Security Investigation and Analysis

Almost five years ago, I blogged about a solution that automatically analyzes AWS CloudTrail data to generate alerts upon sensitive API usage. It was a simple and basic solution for security analysis and automation. But demanding AWS customers have multiple AWS accounts, collect data from multiple sources, and simple searches based on regular expressions are […]

New – Use AWS IAM Access Analyzer in AWS Organizations

Last year at AWS re:Invent 2019, we released AWS Identity and Access Management (IAM) Access Analyzer that helps you understand who can access resources by analyzing permissions granted using policies for Amazon Simple Storage Service (S3) buckets, IAM roles, AWS Key Management Service (KMS) keys, AWS Lambda functions, and Amazon Simple Queue Service (SQS) queues. […]

New for Amazon Aurora – Use Machine Learning Directly From Your Databases

March 23, 2020: Post updated to clarify networking, IAM permissions, and database configurations required to use machine learning from Aurora databases. A new notebook using SageMaker Autopilot gives a complete example, from the set up of the model to the creation of the SQL function using the endpoint. The integrations described in this post are now available for MySQL and […]