GenAI for Aerospace: Empowering the workforce with expert knowledge on Amazon Q and Amazon Bedrock

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With the strong post-COVID recovery, manufacturers are committing to record production rates, requiring the sharing of highly specialized domain knowledge across more workers... We focus on the use of two AWS services: Amazon Q can help you get fast, relevant answers to pressing questions, solve problems, generate content, and take actions using the data and expertise found in your company’...

Scalable training platform with Amazon SageMaker HyperPod for innovation: a video generation case study

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Model parallel training becomes necessary when the total model footprint (model weights, gradients, and optimizer states) exceeds the memory of a single GPU... However, building large distributed training clusters is a complex and time-intensive process that requires in-depth expertise... Amazon SageMaker HyperPod, introduced during re:Invent 2023, is a purpose-built infrastructure designed to a...

Let’s Architect! Building multi-tenant SaaS systems

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However, building a successful SaaS platform demands on meticulous architectural planning, especially given the inherent challenges of multi-tenancy... Building cost-optimized multi-tenant SaaS architectures Cost is a key factor to consider when we design new systems... Multi-tenancy requires teams to think beyond the basics of auto scaling, adopting strategies to allow their architecture to su...

Control data access to Amazon S3 from Amazon SageMaker Studio with Amazon S3 Access Grants

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These personas rely on access to data in Amazon Simple Storage Service (Amazon S3) for tasks such as extracting data for model training, logging model training metrics, and storing model artifacts after training... For example, data scientists need access to datasets stored in Amazon S3 for tasks like data exploration and model training... ML engineers require access to intermediate model artifac...

Developer insights: Building resilient end-to-end security

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Cybersecurity is more than just a technical requirement for any organization; it’s essential for survival... The resilience of an organization’s cybersecurity infrastructure is critical, and an end-to-end approach is the key to ensuring its health and stability... This blog post kicks off a series exploring how Microsoft Security is transforming security platforms with practical, end-to-end se...

Get on the path to the AWS Certified AI Practitioner with AWS Educate

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This certification validates your understanding of core AI and machine learning (ML) concepts and use cases, as well as your ability to identify appropriate AWS services to implement AI solutions... Are you ready to take a streamlined approach to getting ahead of the competition in today’s global workforce? AWS Educate is excited to announce a new learning pathway to help learners 13 and older...

How to migrate 3DES keys from a FIPS to a non-FIPS AWS CloudHSM cluster

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Run the following command to use CloudHSM CLI in interactive mode, as described in Getting started with CloudHSM Command Line Interface (CLI): /opt/cloudhsm/bin/cloudhsm-cli interactive Sign in with your crypto user credential... He helps customers accelerate their cloud adoption journey with security, risk, and compliance guidance and specializes in cryptography...On August 20, 2...