Category: Artificial Intelligence

Bringing new applications into production, maintaining their code base as they grow and evolve, and at the same time respond to operational issues, is a challenging task. For this reason, you can find many ideas on how to structure your teams, on which methodologies to apply, and how to safely automate your software delivery pipeline. At […]

HAQM Elastic Kubernetes Service (HAQM EKS) (EKS) has quickly become a leading choice for machine learning workloads. It combines the developer agility and the scalability of Kubernetes, with the wide selection of HAQM Elastic Compute Cloud (HAQM EC2) instance types available on AWS, such as the C5, P3, and G4 families. As models become more […]

Launched at AWS re:Invent 2018, HAQM Sagemaker Ground Truth is a capability of HAQM SageMaker that makes it easy to annotate machine learning datasets. Customers can efficiently and accurately label image and text data with built-in workflows, or any other type of data with custom workflows. Data samples are automatically distributed to a workforce (private, […]

At the end of 2019, we launched a preview version of HAQM Kendra, a highly accurate and easy to use enterprise search service powered by machine learning. Today, I’m very happy to announce that HAQM Kendra is now generally available. For all its amazing achievements in past decades, Information Technology had yet to solve a […]

The AWS DeepRacer League gives you the opportunity to race for prizes and glory, while also having fun & learning about reinforcement learning. You can use the AWS DeepRacer 3D racing simulator to build, train, and evaluate your models. You can review the results and improve your models in order to ensure that they are […]

PyTorch is one of the most popular open source libraries for deep learning. Developers and researchers particularly enjoy the flexibility it gives them in building and training models. Yet, this is only half the story, and deploying and managing models in production is often the most difficult part of the machine learning process: building bespoke […]

AWS DeepComposer, a creative way to get started with machine learning, was launched in preview at AWS re:Invent 2019. Today, I’m extremely happy to announce that DeepComposer is now available to all AWS customers, and that it has been expanded with new features. A primer on AWS DeepComposer If you’re new to AWS DeepComposer, here’s […]

Last week I spoke to executives from a large AWS customer and had an opportunity to share aspects of the HAQM culture with them. I was able to talk to them about our Leadership Principles and our Working Backwards model. They asked, as customers often do, about where we see the industry in the next […]