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AWS Weekly Roundup: AWS Lambda for .NET 10, AWS Client VPN quickstart, Best of AWS re:Invent, and more (January 12, 2026)

by Azalio tdshpsk | Jan 17, 2026 | AWS

At the beginning of January, I tend to set my top resolutions for the year, a way to focus on what I want to achieve. If AI and cloud computing are on your resolution list, consider creating an AWS Free Tier account to receive up to $200 in credits and have 6 months...

AWS Weekly Roundup: AWS re:Invent keynote recap, on-demand videos, and more (December 8, 2025)

by Azalio tdshpsk | Dec 8, 2025 | AWS

The week after AWS re:Invent builds on the excitement and energy of the event and is a good time to learn more and understand how the recent announcements can help you solve your challenges and unlock new opportunities. As usual, we have you covered with our top...

Amazon Bedrock adds reinforcement fine-tuning simplifying how developers build smarter, more accurate AI models

by Azalio tdshpsk | Dec 3, 2025 | AWS

Organizations face a challenging trade-off when adapting AI models to their specific business needs: settle for generic models that produce average results, or tackle the complexity and expense of advanced model customization. Traditional approaches force a choice...

New serverless customization in Amazon SageMaker AI accelerates model fine-tuning

by Azalio tdshpsk | Dec 3, 2025 | AWS

Today, I’m happy to announce new serverless customization in Amazon SageMaker AI for popular AI models, such as Amazon Nova, DeepSeek, GPT-OSS, Llama, and Qwen. The new customization capability provides an easy-to-use interface for the latest fine-tuning techniques...

Introducing checkpointless and elastic training on Amazon SageMaker HyperPod

by Azalio tdshpsk | Dec 3, 2025 | AWS

Today, we’re announcing two new AI model training features within Amazon SageMaker HyperPod: checkpointless training, an approach that mitigates the need for traditional checkpoint-based recovery by enabling peer-to-peer state recovery, and elastic training, enabling...

Announcing replication support and Intelligent-Tiering for Amazon S3 Tables

by Azalio tdshpsk | Dec 2, 2025 | AWS

Today, we’re announcing two new capabilities for Amazon S3 Tables: support for the new Intelligent-Tiering storage class that automatically optimizes costs based on access patterns, and replication support to automatically maintain consistent Apache Iceberg table...
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