End-to-End model training and deployment with Amazon SageMaker Unified Studio In this post, we guide you through the stages of customizing large language models (LLMs) with SageMaker Unified Studio and SageMaker AI, covering the end-to-end process starting from data discovery to fine-tuning FMs with SageMaker AI distributed training, tracking metrics using MLflow, and then deploying models using SageMaker AI inference for real-time inference. We also discuss best practices to choose the right instance size and share some debugging best practices while working with JupyterLab notebooks in SageMaker Unified Studio.
https://aws.amazon.com/blogs/m....achine-learning/end-

Transforming network operations with AI: How Swisscom built a network assistant using Amazon Bedrock In this post, we explore how Swisscom developed their Network Assistant. We discuss the initial challenges and how they implemented a solution that delivers measurable benefits. We examine the technical architecture, discuss key learnings, and look at future enhancements that can further transform network operations.
https://aws.amazon.com/blogs/m....achine-learning/tran

Optimize RAG in production environments using Amazon SageMaker JumpStart and Amazon OpenSearch Service In this post, we show how to use Amazon OpenSearch Service as a vector store to build an efficient RAG application.
https://aws.amazon.com/blogs/m....achine-learning/opti

Advancing AI agent governance with Boomi and AWS: A unified approach to observability and compliance In this post, we share how Boomi partnered with AWS to help enterprises accelerate and scale AI adoption with confidence using Agent Control Tower.
https://aws.amazon.com/blogs/m....achine-learning/adva

Amazon Nova Canvas update: Virtual try-on and style options now available Amazon Nova Canvas has introduced two new AI-powered image generation capabilities: virtual try-on for visualizing clothing on people and style options for applying predefined artistic styles to images, both accessible through the Amazon Bedrock console with straightforward API implementation.
https://aws.amazon.com/blogs/a....ws/amazon-nova-canva