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Today, I’m happy to announce that both the Construct Hub and AWS Cloud Development Kit (AWS CDK) version 2 are now generally available (GA). The AWS CDK is an open-source framework that simplifies working with cloud resources using familiar programming languages: C#, TypeScript, Java, Python, and Go (in developer preview). Within their applications, developers create […]

14 November 2022: This blog has been updated to remove the link to the preview form. Last year at AWS re:Invent, Jeff Barr wrote about the exciting availability of Amazon Elastic Compute Cloud (Amazon EC2) Mac instances. Today, we’re announcing the preview of a new EC2 M1 Mac instance. The introduction of EC2 Mac instances […]

Hundreds of thousands of customers use SQS to build message-based applications to decouple and scale microservices, distributed systems, and serverless apps. When a message cannot be successfully processed by the queue consumer, you can configure SQS to store it in a dead-letter queue (DLQ). As a software developer or architect, you’d like to examine and […]

If you are a member of your organization’s networking, cloud operations, or security teams, you are going to love this new feature. The new Amazon VPC Network Access Analyzer helps you identify network configurations that lead to unintended network access. As you will see in a moment, it will point out ways that you can […]

As a woman working in information technology (IT) for many years, it has always been close to my heart to challenge long-standing gender stereotypes and inspire more young learners to consider a career in tech. With artificial intelligence (AI) and machine learning (ML) defining the future of technology, this future also depends on diverse representation. […]

Our mission at AWS is to make machine learning (ML) more accessible. Through many conversations over the past years, I learned about barriers that many ML beginners face. Existing ML environments are often too complex for beginners, or too limited to support modern ML experimentation. Beginners want to quickly start learning and not worry about […]

Today, we’re pleased to announce Amazon SageMaker Inference Recommender — a brand-new Amazon SageMaker Studio capability that automates load testing and optimizes model performance across machine learning (ML) instances. Ultimately, it reduces the time it takes to get ML models from development to production and optimizes the costs associated with their operation. Until now, no […]

Today, we’re pleased to announce Amazon SageMaker Training Compiler, a new Amazon SageMaker capability that can accelerate the training of deep learning (DL) models by up to 50%. As DL models grow in complexity, so too does the time it can take to optimize and train them. For example, it can take 25,000 GPU-hours to […]