Category: Artificial Intelligence

Launched at AWS re:Invent 2018, Amazon Sagemaker Ground Truth is a capability of Amazon 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 Amazon Kendra, a highly accurate and easy to use enterprise search service powered by machine learning. Today, I’m very happy to announce that Amazon 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 Amazon 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 […]

Launched at AWS re:Invent 2017, Amazon Transcribe is an automatic speech recognition (ASR) service that makes it easy for AWS customers to add speech-to-text capabilities to their applications. At the time of writing, Transcribe supports 31 languages, 6 of which can be transcribed in real-time. A popular use case for Transcribe is the automatic transcription of […]

Editor’s Note: We have been closely monitoring the situation with COVID-19, and after much consideration, we have made the decision to cancel re:MARS 2020. Our top priority is the well-being of our employees, customers, partners, and event attendees. Over the course of the coming weeks, we will explore other ways to engage the community. To […]