Refine unused access using IAM Access Analyzer recommendations

TutoSartup excerpt from this article:
For overly permissive IAM roles and users, IAM Access Analyzer provides policy recommendations with actionable steps that guide you to refine unused permissions... Throughout this post, we use an IAM role in an AWS account and configure the permissions by doing the following: Attaching the AWS managed policy AmazonBedrockReadOnly... Attaching the AWS managed policy AmazonS3ReadOnlyAccess.....

Revolutionize logo design creation with Amazon Bedrock: Embracing generative art, dynamic logos, and AI collaboration

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These models can be integrated into the logo design workflow, allowing designers to rapidly ideate, experiment, generate, and edit a wide range of unique visual images... In this post, we walk through how AWS can help accelerate a brand’s creative efforts with access to a powerful image-to-image model from Stable Diffusion available on Amazon Bedrock to interactively create and edit art and lo...

Reinvent personalization with generative AI on Amazon Bedrock using task decomposition for agentic workflows

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The personalized content is built using generative AI by following human guidance and provided sources of truth... We provide our code base on GitHub for you to follow along, suggest possible enhancements and modifications, and help you innovate with generative AI in personalization... The following diagram illustrates the process of generating a personalized landing page for business visitors ...

Accelerate pre-training of Mistral’s Mathstral model with highly resilient clusters on Amazon SageMaker HyperPod

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It is important to consider the massive amount of compute often required to train these models... When using compute clusters of massive size, a single failure can often throw a training job off course and may require multiple hours of discovery and remediation from customers... According to a report from OPT-175B training, about 178,000 GPU hours were wasted due to various training failures, am...

Data engineering professional certificate: New hands-on specialization by DeepLearning.AI and AWS

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The course covers the significance of cloud networking, resolving database connection issues, and using message queues and streaming platforms—crucial skills for creating strong and scalable data architectures... This comprehensive program covers a wide range of data engineering concepts, tools, and techniques relevant to modern organizations... It’s designed for learners with some experience...

Hybrid Cloud Journey using Amazon Outposts and AWS Local Zones

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This post was co-written with Amy Flanagan, Vice President of Architecture and leader of the Virtual Architecture Team (VAT) at athenahealth, and Anusha Dharmalingam, Executive Director and Senior Architect at athenahealth... athenahealth has embarked on an ambitious journey to modernize its technology stack by leveraging AWS’s hybrid cloud solutions... athenahealth’s core products, includin...

Using Amazon Detective for IAM investigations

TutoSartup excerpt from this article:
Amazon Detective includes Detective Investigation, a feature that you can use to investigate IAM users and roles to help you determine if a resource is involved in a security event and obtain an in-depth analysis... Detective Investigation can help determine if IAM entities have potentially been compromised or involved in known tactics, techniques, and procedures (TTPs) from the MITRE ATT&CK...