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AWS Machine Learning Blog

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Latest posts

Last updated 1 day ago

Batch write and discover records in Amazon SageMaker Feature Store

1 day ago

Amazon SageMaker Feature Store is a fully managed, purpose-built repository to store...

Spreading the load: How Salesforce met Multi-AZ HA with SageMaker Inference Components

1 day ago

When Salesforce set out to make Agentforce (Salesforce’s AI foundation for agents)...

How Decathlon runs demand forecasting at scale with Chronos-2

1 day ago

This post is co-written with Vianney Bruned, Filippo Giruzzi, Belkiss Saidi, and...

Build agentic creative workflows with Amazon Quick and fal

2 days ago

Creative teams face growing demand for more assets, formats, and revisions, while...

Introducing India cross-Region inference for OpenAI GPT-5.6 models on Amazon Bedrock

2 days ago

Amazon Bedrock now supports the OpenAI GPT-5.6 models, Terra and Luna, in...

Reduce ASR inference costs by 75% with NVIDIA MPS on Amazon EC2

2 days ago

This post is a collaboration between AWS, NVIDIA and Heidi Reducing automatic...

Deepgram deepens Amazon SageMaker AI observability with Enhanced Metrics

2 days ago

Self-hosted speech AI has historically carried an observability trade-off. The service can...

Evaluate any agent framework with Amazon Bedrock AgentCore Evaluations

3 days ago

AI teams building production agents face a frustrating asymmetry: the diversity of...

How GoDaddy transformed its analytics with Amazon Quick

3 days ago

GoDaddy is one of the world’s largest domain registrar and web hosting...

Natera’s intelligent appointment scheduling with Amazon Bedrock AgentCore

3 days ago

Booking a phlebotomy appointment shouldn’t be a hassle for oncology patients already...

Bring your own model with Amazon SageMaker AI: Script mode in SDK v3

3 days ago

In 2021, we published Bring your own model with Amazon SageMaker script...

Preparing data for supervised fine-tuning Part 1: Formatting and quality

3 days ago

Data preparation determines the ceiling of any supervised fine-tuning (SFT) project. You’ve...