Posted on: Dec 4, 2024 Table of Contents¶ Introduction What is Amazon SageMaker HyperPod? The Importance of Foundation Models (FMs) Overview of HyperPod Recipes Getting Started with SageMaker HyperPod Recipes Training and Fine-Tuning Foundation Models Performance Optimizations Cost Optimization Strategies Switching Between Instance Types Automated Model Checkpointing Real-World Applications of SageMaker HyperPod Best Practices for …

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Amazon Web Services (AWS) has recently announced the availability of C6in instances in the Asia Pacific region, specifically in Hyderabad. These instances are designed to provide high-performance computing capabilities for a wide range of applications, making them ideal for customers looking to scale their workloads efficiently. In this comprehensive guide, we will explore the key …

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AWS Web Application Firewall (WAF) is a powerful tool that helps protect your web applications from common web exploits that could affect application availability, compromise security, or consume excessive resources. One key aspect of AWS WAF is its ability to inspect the request body of incoming web requests to your application. Previously, AWS WAF had …

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In July 2021, AWS launched a revamped user interface for AWS Cost Categories, simplifying the process of creating and managing cost allocation rules. This new console experience provides a split-view panel that enhances the workflow for setting up Cost Categories rules and gives users an interactive preview of the allocation of month-to-date estimated charges based …

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A Comprehensive Guide¶ Amazon Aurora MySQL 3.06, compatible with MySQL 8.0.34, has been released and is now generally available. This latest version brings a host of new features, improvements, and enhancements that will benefit users in terms of security, performance, and scalability. In this guide, we will delve into the details of the new release, …

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In the world of email marketing and communication, having control over email headers is crucial for ensuring deliverability, spam compliance, and overall email performance. With Amazon SES now offering support for headers when sending emails, users have more flexibility and control over their email campaigns than ever before. What is Amazon SES?¶ Amazon Simple Email …

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Application Load Balancer (ALB) is a powerful service provided by Amazon Web Services (AWS) that helps distribute incoming application traffic across multiple targets, such as EC2 instances, containers, and IP addresses. With the recent addition of Resource Map in the AWS Management Console, managing and troubleshooting your load balancer configurations has never been easier. What …

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In this comprehensive guide, we will dive deep into the integration of Amazon Aurora MySQL with Amazon Bedrock for Generative AI. We will explore the features, benefits, and technical aspects of this integration, with a primary focus on SEO optimization. Table of Contents¶ Introduction to Amazon Aurora MySQL Introduction to Amazon Bedrock for Generative AI …

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In the world of healthcare, medical imaging plays a crucial role in diagnosis, treatment planning, and monitoring of patients. As medical imaging technologies evolve, the size and complexity of DICOM objects are also increasing. AWS HealthImaging provides a solution for importing and storing large DICOM instances with high-throughput JPEG 2000 (HTJ2K) transfer syntaxes. Understanding DICOM …

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In today’s data-driven world, managing and analyzing large volumes of data is crucial for businesses to stay competitive and make informed decisions. Amazon OpenSearch Serverless is a powerful tool that allows you to run search and analytics workloads without the hassle of managing infrastructure. With the recent update that expands support for time-series workloads up …

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